{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a41eed13-f13d-44c5-9d9b-ff13ce8b79ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "import imageio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "13cdabf2-d5ae-4002-aed9-ce326e46ce49",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy.stats\n",
    "import pandas\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches\n",
    "import imageio.v2 as imageio\n",
    "from IPython.display import clear_output\n",
    "\n",
    "map_image = imageio.imread('https://www.cl.cam.ac.uk/teaching/2223/DataSci/data/voronoi-map-goal-16000-shaded.png')\n",
    "localization = pandas.read_csv('https://www.cl.cam.ac.uk/teaching/2223/DataSci/data/localization_2022.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "15694759-5974-404f-9d44-b56e34341e3b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.40450578, 0.6301555 , 0.46561281],\n",
       "       [0.40617818, 0.66695033, 0.42898791],\n",
       "       [0.45952431, 0.64614036, 0.5104149 ],\n",
       "       ...,\n",
       "       [0.26595679, 0.3870192 , 0.58136927],\n",
       "       [0.23006271, 0.40714405, 0.61864276],\n",
       "       [0.19856872, 0.37524703, 0.56417422]])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "localization.sort_values(['id','t'], inplace=True)\n",
    "\n",
    "# Pull out observations for the animal we want to track\n",
    "observations = localization.loc[localization.id==0, ['r','g','b']].values\n",
    "observations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f824d9e2-a7d5-42aa-b58e-dc1c7e7fffd7",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = localization\n",
    "W,H = map_image.shape[:2]\n",
    "M = num_particles = 2000\n",
    "\n",
    "# Empirical representation of the distribution of X0\n",
    "δ0 = np.column_stack([np.random.uniform(0,W-1,size=M), np.random.uniform(0,H-1,size=M), np.ones(M)/M])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e7fccdbe-21b9-423b-9037-559976912b82",
   "metadata": {},
   "outputs": [],
   "source": [
    "def patch(im, xy, size=3):\n",
    "    s = (size-1) / 2\n",
    "    nx,ny = np.meshgrid(np.arange(-s,s+1), np.arange(-s,s+1))\n",
    "    nx,ny = np.stack([nx,ny], axis=0).reshape((2,-1))\n",
    "    neighbourhood = np.row_stack([nx,ny])\n",
    "    w,h = im.shape[:2]\n",
    "    neighbours = neighbourhood + np.array(xy).reshape(-1,1)\n",
    "    neighbours = nx,ny = np.round(neighbours).astype(int)\n",
    "    nx,ny = neighbours[:, (nx>=0) & (nx<w) & (ny>=0) & (ny<h)]\n",
    "    patch = im[nx,ny,:3]\n",
    "    return np.mean(patch, axis=0)/255"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cf5d8b7c-20cf-4421-b69c-7f0baba48929",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>t</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>r</th>\n",
       "      <th>g</th>\n",
       "      <th>b</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>0.404506</td>\n",
       "      <td>0.630156</td>\n",
       "      <td>0.465613</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.406178</td>\n",
       "      <td>0.666950</td>\n",
       "      <td>0.428988</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.459524</td>\n",
       "      <td>0.646140</td>\n",
       "      <td>0.510415</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.614488</td>\n",
       "      <td>0.701871</td>\n",
       "      <td>0.632636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.588620</td>\n",
       "      <td>0.637584</td>\n",
       "      <td>0.534256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2495</th>\n",
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       "      <td>495</td>\n",
       "      <td>181.366177</td>\n",
       "      <td>445.105174</td>\n",
       "      <td>0.183277</td>\n",
       "      <td>0.477103</td>\n",
       "      <td>0.566533</td>\n",
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       "    <tr>\n",
       "      <th>2496</th>\n",
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       "      <td>496</td>\n",
       "      <td>179.989803</td>\n",
       "      <td>450.649284</td>\n",
       "      <td>0.241684</td>\n",
       "      <td>0.372923</td>\n",
       "      <td>0.616474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2497</th>\n",
       "      <td>4</td>\n",
       "      <td>497</td>\n",
       "      <td>191.065552</td>\n",
       "      <td>454.083354</td>\n",
       "      <td>0.422765</td>\n",
       "      <td>0.641333</td>\n",
       "      <td>0.503985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2498</th>\n",
       "      <td>4</td>\n",
       "      <td>498</td>\n",
       "      <td>191.362526</td>\n",
       "      <td>451.823341</td>\n",
       "      <td>0.481713</td>\n",
       "      <td>0.513194</td>\n",
       "      <td>0.592866</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2499</th>\n",
       "      <td>4</td>\n",
       "      <td>499</td>\n",
       "      <td>190.725418</td>\n",
       "      <td>453.078405</td>\n",
       "      <td>0.391682</td>\n",
       "      <td>0.459928</td>\n",
       "      <td>0.474778</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2500 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      id    t           x           y         r         g         b\n",
       "0      0    0         NaN         NaN  0.404506  0.630156  0.465613\n",
       "1      0    1         NaN         NaN  0.406178  0.666950  0.428988\n",
       "2      0    2         NaN         NaN  0.459524  0.646140  0.510415\n",
       "3      0    3         NaN         NaN  0.614488  0.701871  0.632636\n",
       "4      0    4         NaN         NaN  0.588620  0.637584  0.534256\n",
       "...   ..  ...         ...         ...       ...       ...       ...\n",
       "2495   4  495  181.366177  445.105174  0.183277  0.477103  0.566533\n",
       "2496   4  496  179.989803  450.649284  0.241684  0.372923  0.616474\n",
       "2497   4  497  191.065552  454.083354  0.422765  0.641333  0.503985\n",
       "2498   4  498  191.362526  451.823341  0.481713  0.513194  0.592866\n",
       "2499   4  499  190.725418  453.078405  0.391682  0.459928  0.474778\n",
       "\n",
       "[2500 rows x 7 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "localization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0d19b416-8d42-4068-886d-4000fb7d28b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "locations, color = df.loc[df.id>0,['x','y']].values, df.loc[df.id>0,['r','g','b']].values\n",
    "y0 = np.array([patch(map_image, loc) for loc in locations])\n",
    "y0, y = matplotlib.colors.rgb_to_hsv(y0), matplotlib.colors.rgb_to_hsv(color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c59d9140-a120-4301-b481-7e1b6c63d813",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "(e0,e1,e2) = np.split(y - y0,3,axis=1)\n",
    "fig,(ax1,ax2,ax3) = plt.subplots(3,1, figsize=(10,4), sharex=True)\n",
    "ax1.hist(e0, bins=40, color='steelblue', alpha=.4, ec='black')\n",
    "ax2.hist(e1, bins=40, color='steelblue', alpha=.4, ec='black')\n",
    "ax3.hist(e2, bins=40, color='steelblue', alpha=.4, ec='black')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f4a21029-9521-4de3-a967-7d7b88ae8eba",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Optimization terminated successfully.\n",
      "         Current function value: -1338.829878\n",
      "         Iterations: 72\n",
      "         Function evaluations: 138\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -1554.909369\n",
      "         Iterations: 76\n",
      "         Function evaluations: 146\n",
      "Optimization terminated successfully.\n",
      "         Current function value: -3130.729208\n",
      "         Iterations: 77\n",
      "         Function evaluations: 147\n"
     ]
    }
   ],
   "source": [
    "def logPr(x,p):\n",
    "    (μ,τ) = p\n",
    "    return np.log(scipy.stats.norm.pdf(x,loc=μ,scale=np.exp(τ)))\n",
    "\n",
    "ans0 = scipy.optimize.fmin(lambda p: -np.sum(logPr(e0,p)), [0,0])\n",
    "ans1 = scipy.optimize.fmin(lambda p: -np.sum(logPr(e1,p)), [0,0])\n",
    "ans2 = scipy.optimize.fmin(lambda p: -np.sum(logPr(e2,p)), [0,0])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fc952218-8e44-41f6-ad17-ada66c59797b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,(ax1,ax2,ax3) = plt.subplots(3,1, figsize=(10,4), sharex=True)\n",
    "x = np.linspace(-0.5,1.0,200)\n",
    "y = np.exp(logPr(x, ans0))\n",
    "ax1.plot(x, y, color='black')\n",
    "ax1.hist(e0, bins = np.linspace(-0.5,1.0,80), density=True, ec='steelblue', fc='steelblue', alpha=.5)\n",
    "\n",
    "x = np.linspace(-0.5,1.0,200)\n",
    "y = np.exp(logPr(x, ans1))\n",
    "ax2.plot(x, y, color='black')\n",
    "ax2.hist(e1, bins = np.linspace(-0.5,1.0,80), density=True, ec='steelblue', fc='steelblue', alpha=.5)\n",
    "\n",
    "x = np.linspace(-0.5,1.0,200)\n",
    "y = np.exp(logPr(x, ans2))\n",
    "ax3.plot(x, y, color='black')\n",
    "ax3.hist(e2, bins = np.linspace(-0.5,1.0,80), density=True, ec='steelblue', fc='steelblue', alpha=.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "245d77f3-d766-4f39-bf37-fd1e900b88a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def trans(p):\n",
    "    return [p[0],np.exp(p[1])]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "a32caf18-8d4d-4786-947f-3e04eb277184",
   "metadata": {},
   "outputs": [],
   "source": [
    "param = [ans0,ans1,ans2]\n",
    "def pr(y, loc):\n",
    "    y0,y = matplotlib.colors.rgb_to_hsv([patch(map_image,loc),y])\n",
    "    e = y - y0\n",
    "    return np.exp(np.sum([logPr(e[i],param[i]) for i in range(0,3)]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "8e46192f-1b59-4f32-8628-e616a765fb4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "y0 = observations[0]\n",
    "loc = δ0[0,:2]\n",
    "w = pr(y0, loc)\n",
    "import numbers\n",
    "assert isinstance(w, numbers.Number) and w>=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "52bb2d67-9551-4d98-b604-c2467458c266",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.08323140405958081"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "w"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "037bd12f-56d8-4e68-9d18-72133e7476e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "y0 = observations[0]\n",
    "w = np.array([pr(y0, (x,y)) for x,y,_ in δ0])\n",
    "π0 = np.copy(δ0)\n",
    "π0[:,2] = w / np.sum(w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "71d31de2-fbf7-405d-9d4b-b236b2217dad",
   "metadata": {},
   "outputs": [],
   "source": [
    "def show_particles(particles, ax=None, s=1, c='red', alpha=.5):\n",
    "    # Plot an array of particles, with size proportional to weight.\n",
    "    # (Scale up the sizes by setting s larger.)\n",
    "    if ax is None:\n",
    "        fig,ax = plt.subplots(figsize=(2.5,2.5))\n",
    "    ax.imshow(map_image.transpose(1,0,2), alpha=alpha, origin='lower')\n",
    "    w,h = map_image.shape[:2]\n",
    "    ax.set_xlim([0,w])\n",
    "    ax.set_ylim([0,h])\n",
    "    w = particles[:,2]\n",
    "    ax.scatter(particles[:,0],particles[:,1], s=w/np.sum(w)*s, color=c)\n",
    "    ax.axis('off')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "4efadf8c-956c-4d9e-918d-2d02bd370610",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,(axδ,axπ) = plt.subplots(1,2, figsize=(8,4), sharex=True, sharey=True)\n",
    "show_particles(δ0, ax=axδ, s=600)\n",
    "show_particles(π0, ax=axπ, s=600)\n",
    "axπ.add_patch(matplotlib.patches.Rectangle((0,0),100,100,color=y0))\n",
    "axπ.text(50,50,'$y_0$', c='white', ha='center', va='center', fontsize=14)\n",
    "axδ.set_title('$X_0$')\n",
    "axπ.set_title('$(X_0|y_0)$')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "978ebc58-ade7-40dd-9225-b2558036cb82",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average location change between consecutive observations: 4.34\n"
     ]
    }
   ],
   "source": [
    "diff = []\n",
    "for i in range(1,len(locations)):\n",
    "    diff.append(np.linalg.norm(locations[i]-locations[i-1]))\n",
    "diff = np.mean(diff)\n",
    "print(f\"Average location change between consecutive observations: {diff:.2f}\")\n",
    "\n",
    "def walk(loc):\n",
    "    # randomly choose a direction in [0, 2π)\n",
    "    dir = np.random.uniform(0,2*np.pi)\n",
    "    # randomly choose a distance with mean diff\n",
    "    dist = np.random.exponential(diff)\n",
    "    # calculate new location\n",
    "    new_loc = loc + dist*np.array([np.cos(dir), np.sin(dir)])\n",
    "    # if new location is outside the map, limit it to the map boundary\n",
    "    if new_loc[0]<0 or new_loc[0]>W-1 or new_loc[1]<0 or new_loc[1]>H-1:\n",
    "        new_loc = np.clip(new_loc, 0, [W-1,H-1])\n",
    "    return new_loc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "4615057d-edd6-4973-a3b1-632cef1a6156",
   "metadata": {},
   "outputs": [],
   "source": [
    "weight_record = np.zeros((200,2000))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "48786ec5-892d-4962-b75a-f771e580e1ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "particles = np.copy(π0)\n",
    "for n,obs in enumerate(observations[:100]):\n",
    "    for i in range(num_particles):\n",
    "        particles[i, :2] = walk(particles[i, :2])\n",
    "    w = particles[:, 2]\n",
    "    w *= np.array([pr(obs, (px, py)) for px, py, _ in particles])\n",
    "    particles[:, 2] = w / np.sum(w)\n",
    "    weight_record[n] = particles[:,2]\n",
    "\n",
    "fig,axes = plt.subplots(5,1, figsize=(8,6), sharey=True)\n",
    "for n,ax in zip([0,1,5,50,100],axes):\n",
    "    w = weight_record[n]\n",
    "    ax.hist(w, bins=60)\n",
    "    ax.axvline(x=1/len(particles), color='black', linewidth=4, linestyle='dashed')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "2b712427-8610-4d9f-895d-90355c193d9b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Cpe6nepDMh1I5fhbMnqLsu3Tcb096enW+5VnIe+SQX0Yl9bMLy8P7Y0U+H2u8BiNUreHxlRMvpnoPS0tcDVLdcLIxzdE7yDlN73ulxV+e/MvTqXpZs5vI8TtO3XU52Zebd2nR68Op3k0p9SHKe7U2nIYl8wm1XPjy4OZTfDZW+cRYy3XKfdT3zYt83kzVC6j3M4du85zP9z7wzBtbLq8ioxdVwBgLTz9wpFRIKbLqOvoh8+yLIzlbtIq86YHl+hC4vDoACmvgmacbCoH9Aa52mtEHSvEoDHdvWc63msfXiZw1CsWti5YUMx96LgCBXAoxNljbLRb/6X0u50D+lXm11kwezzyP1SAYMx9U8rqZ5nZ+3ssTX6nZO66eV0r5eBjNr5vF85dRw82l11PX8HzYphPPoXq2zhliTFNoutyU8u8yxFx6cPVe55BvXvP1cJ//bl7z1fDVeajrdH59/o4lJFENRQ3n5LDRi8+cvf3TcHLeK3Vvy3PLLMP/OdrQ6FcZZ71qI/Sx3NL5xmY3Wi6AE0+gPnAmvKjiAdUtXuIOoE8mu06EuJMV71AnRq8+yPqgqmdRwxvBZdLRMKUUUIDWgUJDKYoYx+n388kwL5Q8Lf45Dq5zIu+Zw88aMtYwpM7J0kAuQ7ql+zufLJz8fl6Mda4DKY3cu23ZdJrWWbRWDMNILprGFtzKECI0jQEi928Xxhg5X2vOzwxdW9iuIOaENYZVp4mpoDeRri04q4CWlApdZ4gxcu+Wo20d/TAChVgin/ZMSymw7yPPvpiIccCYBqXmZ77EnZbhep3DGOPR+6iHwByizF7D0luuIbWEUekYfjzpjVdPuuJySxwEOIZLMq8VB9En2Nfyc+ZnNoezp89qCR3M4Vz1gJee92xkj7ts4cnPIewyhJ7fVw+7GQuLMZLz6aE9r+FlOD971PU75jWoFtfJ8VqXB3A1MuKNz++v9zuHia8uJHtNnlB9kHUTzmHRHD+fbi7Fk/GtnBQVsGYCL6sRm0OWeTFV7MYsgMMM1EU3u33LEGe2/rOLntLIxTZxttGMPrFZw3Mv9oyhYLRi9Bpr2+N3pSTfNS8Yffye5cNbur7LMKOGo1ovvbH6cE49y7rQlwtuPu3lfuo9rLrM+VZzvlFYo7ja9dw+3xCMprWGEAL9EBl9oHWGxikuziYDoMTz6VPk4qwlRIUxE36hIJSCs9A2lhAC2oJCcITRe9Yri9Gy8fvRk3LGaM26s9y9ldn3if1hALrFc55D7vne5J7qxpg9jTkkXR5cy80thmi5tsri//N6nYHWmvCowPec+KiH09IjEpxufhZ1PdXnWX+ew6wZk5xDNvldjGnCyOo6KkcPoa5n8RrUdNDMUIa8ZzY0y1HDsOoxiUdijp757JHzxL0tDUU5XueT81fXac4F5xQ5z+t6aazFqXjy2YpzsTTwH2+8Bk9ojoOrUVjGjDUrMLt/rwyRlJqxm7oIlqj9EnFf4i8zdlQ3+rxIqxu7XMgxpuNnyPUmck5s1oU3v6GRn4vF+8idi8Jm3RJj5rmXMymNhNgQYz2By+TuzjjF0ijUTaS1noBhcww15gfGdC9Lw3Pqns+h7LwpKxYQggcCORWcK7z5qY6zjePQDxQy23WLc5q7qw27/Uizahl8YNWtyKUC9oWUE23jAJmjfhjJpZDHwqq1tK1js2roR09OEWvFvd+sWtomMHoznbaJ0UfONx0pZ4YxoBTcu9Ww2Wh+5YMjxphFWJGmQ2XOuFRjsgx1S1me0hXUVdSMoeBmswdeN/GTWTPByGaPaBmKyHOE2Xg9ib+cQgBLOGHpgaS0DOmrMZqNjDGGECKnXp1HqcKqhWEs5NxSypx1lHUwA8ynIde8J5b7sO6DeZ/WUMgwJzSWe2EOo+p6no3pvOeqAZGwfomJVY+9vGJtV6NYD9hPOiZUx/JmSik4Z9D6dIHVh1hPsCVYN3tMS3ynhlUVLJzj/OoJncb56uThzA86U7GdlCI5S9ZH4Vl1EWsU/ZBpGwuloBXEGOj7QtNY7t+WSXx8vedq7zjbwHqlePQYlFpR8Y268IzRhNCjNbSNJiV9EsPXELMuKKhZlWV6VlKazpnJ2KXp9INSvCxkFXnDfceqMzij6VrFqjN0zZrL655159gfRu7fveD2ueHDzz86PosZvIX1yqGVJsVEAUJMNI2hcQZnDRSwzvBgs8XHQt+PNFZPczllVyYswO8GNquGgkErRUHRNpr9MB8adVPMIVYNKedU8DJMOA2dZm+iYmbVg6hedt0cc+i0zGbNYdccFrFYL3N2rHoOs7FawgFPrv0lbimvCaZTQ5OalawJhTjdc+Stb9Q0DqxV+JD54LOJGGsmsQK/heWze/Lalve1pFnUA7Ma5poZXK632TucDVM1sEtDWDOlNfKZZp1qc+rnzft39mCrLagH7qsZr9EIyQQYM6dgY5yzFjNvZDlZ82uzYZmBt3qiLMOZZYp6dk9nHOg0+6Im108yMzlHjA5ApGsNMRXO1oFb547b5ytijKQ0G9DbF2v2B8/uMBxPFNnkAa3AaMX924aXHh2w1tC1hkdXCorHGcWdc8Wq05yfOS6vAh99IZKSR7optUe3ej41lhkLmdNSwuTumsmjCiiVudhGtmtNwbJqFc5kNuuGVedIOWGtfHY/yon7+GrP+bbjwZ0zdoeRfe9JKXNxtsJZwY6cNRijGXw8Aqmts6Sc0brQDx5rWqyW63x01U9/M3mZKXO1G8ilcBgDzmiYwryUCodDQuvlfc/4X/VKZnxmPrjmE3uJrcy4yrw5Z++kfu6cACkn60S8ijnDV9fo8r3LMKSUdHIt9TsqEPvKw3MOIefwfXFQ54E3PJD37g+J2xctlEzK1RNaNiX4WJCCnmgVsye3DM1qCCffuQSb50ihgv7y8zwPy4jklSFYjVTEGM28P6GB1Pur0MgcCT2JLX2SMaFSZiLY8lSZfjvdeCUq6RODVE+xJXg7hyXVS5rJhbJw9cnJUP/WWnsEvCsILhwmeXj37xTOtwaF4eKswTnLcy9csj8MbDpL21hiClwfRozWdK1ls24YHkdWrTt6VeMY8dNp5mzm3m1N2yhyjmidWa0sXWPIKpFU5JATgZHt1nC2tVw+ylzt9tOCsljbHecRmPCCkYuzxGZtePQ4EKJivQrigbSKO7c1Theu9h5jNnSdXK/WirZp6QfP2aZhd/A01uKc4dGuZ7VuMOeOvB8oFK4PAyjwMdM6M4VXlraZMpNkUs6Mh3DcSHdurdmsW9arlkM/EmNmCBFrNBpIBcYxoNpGXPwJGL51YRhj5tDDfIK/EvCU1+YwSxZyOa4ZmDf27EXOZMll6CSfd3ro1dfmhMkpSXLGRebrq9e1TLJUOGAmIeqjoajZtjmDd5oSX6019243UAp3LxRWQ4gF7wOXV4WudWhd8D7ig2zFavCqZ1MP6+rl1c+W65T/rh73jBPNHqSEpqdGUzCbNM2SOt5Dzun4fGZjP/88Oxt6YYj0ZLzn/Tx7tjMW9fHGqzZCNT6vxqRa5rqYKlB3CsyqY2hRhxgbvVicUE+BGppJZmV+EPPDWXpUcg1+PHD3tmK9dpQc2KwNm5Ul+IgzinXnuH/vFocPPc/gA+tVA4CzlhAjwxhRShAcraBx5rgQwwRoD2PAGkPKha61eDWQkmYMGtMpUkn4kAg6E1ziUBx37294cE/6WH3wIwPey4lmbUcpheAH2lZz/7albRSrJtL7yKpLDGNBdxp3Yei8oXGWlx8fULR0jcOHQI9iGCM5Z0JKPOoPtJ3M26PLA7dub7FbQwmgTeGQI5TIOGiu9iPOGhprsFYfjbpSigL4EClFNkmIma51JJvRRhFCYrVydMDgIyiwxjCMAecsjVV0TaYfDHNiYj4ZqyGpHpEs6vn0nT2POZ1eWfDCW8qL9fWxUuhzQkSp+YSu31GNRw3JKoZXPVXZYDIf1lpiTIvww0wbeLnh1MmaDCFMn6nYHwrPvzRgrebBbYc1Ch8K+36kbeDBHfGEXr5MPLyyxwN+xm3SyV6asZZ0vJZlhk4MUsWCjjvuGIbNpNknPcIldDJHF3OoNzsUp9k7pjmr+1UtjF867t1PNF5TOFYt4eyazieIMTUNvmQo55PJqxesJjS/xrBLfoF85kxJrziBMLQri1bA5pRG1qvCM0+vyTlhbcPl9YAzjnbToLXi0A+kKDyROxcbusZxvR84DONkWDIhJMnyTJtxGAJMILpWCn9My2d8CoQUwSq0sqSQwMCgIrEUsi6MKWHMSGcza9Ny9+ktbQk8uhx4fL1HK3jjGwzOTJkTVWSTNwO+GNSmYFYRt25pmgYbIJfCbj9ytklYozkMgcPg6X1gLIGMnKioBErx0sMoz2Nyo3U7LRYN41UkhER0hu2mxQDOCq/CWoMCdvuRtmkw0ya+vO7RVhNSQjtNtlnmZox0zqGA/WHAupaYynGjLNnz8uxPszKCndQVNme8ZuCzroW6QWpIno7GrK7DGUOBJz2i2RNaZtrmcEfW5pMM5FeGkPV99bvqhpeNyJFYKX/X8PxLI5tV4E33W6w1QKCUQusMuWayVKZrB0AxjM20l2aMRQxfPYz10aBU4HoZoYgR1K+Yj6UHWr266uUtPUx5z6mh/1je4TISWnpPld4i1/1JDsfqqVXLGipfZzZMS9drBtRqjLm8YKWEySyZloryz3G4MbJxZuvKhJmo43c547l7S3O+dVycNTx6fIBSeNODc7QxU2pUTxjLwHbdyCQr2KxbHj0+YIziYrviuZeucFbA2a4RDykmWbhhKoUwRuGDZIVyyfgRipoyLgaiKkyJKLIpBBIWzXXyRGW5tVG4ztJ0YkztWZK0dw5opwlmlEWlIkorYsqUXMApDIo7tzaklGkaS+MsUWcel8SYAkoXFAK0plBwjaLoBKrQ954mW9y04UtW5AIkyFaTYl54fhGFols5YsrsDoMA+9pgGs1V7ImlYMgCZBtFAsbJc9IKXnw4cr1rMNZyms2pRD99XKxChZgB+zpkfRmWoUBdgzUsmMmHc03aKSYxEwTnWqu6zma4QEDYavQqP2xJ7pu/f4lrVi9E3lOB2DnLm1IkxhFrMs+86Vy8x9YSYsYaS+M01sjf3LkQ3HHwhQ98JJDzK+kEy2s4rf2bgXwmsmb1aKAmAZYh1jKTODP45edl+DV7P/VvlzWDM7+vfu8cHj9pnD7ReNVG6EnOx2nx3Gw8Kso+g5GzO129I2FI1wW5dAtPa23ELYzUQsxljNq1ijfcazjfNnRdx3mGy8d7ViWz6VbsDz0pJemqqUZA4WPmdutw1jLciez2AyEmnNHoKXRDKbbrlpcvD+SSyQVULrSNwzlDiRAH4Z7kKKeEHzJqC3qjSGMhkTjkRI4ZkwPXwbLqMtpG1MqTFeyzIpG4TAfWsSG7jEsFrTTT4Ujve7JL9NlgDmo66RJN13KwgdJGGAXjkI0Dwz5jnISVTSsbOedMDmJ8FArlFGOKNMqyWjnxrPrA1RjYrFt2eYBUsHct/XDA9xGvAmPyaKXxY2aCAClGE0sheVgZS2M1hUzO8fh8K544kziXBLh51IPrlEujj/VOSx5WDTHqST1DBPX0nrNW4knkqfRnyeCuayod15Yx5XgNSyxmubkEZhCP3vuRxgViAKWb6fA0xDhw97bm7u01F+ctxoqxM0bRNHJzzuoptMsMY+TDzxegfQJI16/4flhWI8xF35U3N2ey5hCtZnXrPc04UiUezuHYcq/VOZ3B+VNekHi8pxwurU8N5ycar9oI1Vh8rsyWmG/2Xgzzqbd018piwS2Bw1O+SH1PPUlmAzZ/n5AOE87C/bsGZyUESBlWq44Qr3np4R6lNKuuJcbI/tAjYZ9iHAOH3rNer7h9ccYwBjF6SrFqG3xIpFQwVnG+adn3XjySyVMwjcJYMAnUVIiZQ4FcCI+ALqPMFBroQp88Vll8DlyFgdZq4ioTSoaYJbNI4arPNMahKLgs4CdTnF4o2K7h3DWcrTMvvHyFbwrZ5ONmSjlhnIQNTQcxZNrVvIiVLdjWUBIMh0jKoBwMJbIbRm5v1yiniCaxj0ILiCmwihblFLtHPWOfyTGhbaZZaaLPKK3QNqFbizKKMBZunUuI+9KjHdauMKY5Wcg1DJ8NRg2naoaqrreZbLrMxixfq15NKfMBKF5CJbLOJMVlRlYpQy12rbhFDbuWWJUYjdPs5inuJJvw9oXDWfHuNmvD/jAwBs2bn+rksC0Zoy0KAfApUCg0zjBkOWR91MRU691qdHEKCFesZs7qKSpuOvN8prs6svXhSUMqEUx93wx2159nisNSbaCczGfFoWaMqFDLr16lA3Qcr4kxXf+dU5j1Bk9Zw0s+QZ3EZVp0OTlPWv3qctcTbnYXM+vO89Q9x2a7omsUrRUQdRgGjJ5Of6fZH0a0UnRdg7OGVdewah2Pr3uurg84Z9msW566d86hlzDobNuhtQCvjTOkKEbTOUvrJkCyQAwCuqmscK2BtmCspYyRFBN5BKXBthZMJmSFbT3JRvqsKKaAmRayKrIgSyENAeUc2mhqKB1ClAyemYyRldP30fWO9nzGy0qB6At5AjJzEO/MNoWm00fGuOs0ISiGfaDpLKlEHvkDvg/EEUKJZKKwhRE2sXWWdm0xNuEHhR+i4HhKE1OkBIVeCU6USgbtuHdbUTA8vp4XcjUidSHPRLyZlLjc6MvM2bymTjNY8u+y8rswk0VrBk6wvNPPm/Gh6qXVMoQZK5pJnhVwnfGQGWIwxvHCSwNvffOWW2eZ0QfWHVxsNZuVZhwzlAjFgLZ0XcdT9y746AuX5Cwp9Mf7wPMvKbS2Jxv4tCZrZo7X+ZjxrdmA1D26pLCc4kAzQbTOWWVbVydDyL6zMZTPmSGWWj5Uw8IlpaZm2V5teh5eg5RHxYKq1EQ9VeqCml25U9d4HmoCEpcx43wCnbqL9eSp1lZBiWw3luw8vTrQbVpWXSsclomt7JwhTyFLP3hySsRpYxpjWK8alFJcPj4c65+udgMpJR5f9zTOcRg8xmg2mxYoqFK4OFthjZGQrNFoK97GsI+MfWSMkYRkigqgrSKpSE4FUkCrTCKTVSIOkZIEm1JKoQDXGDptaKwml0LySfCgAqkk9n7PS3HHzkUO1nO9PzBO2ag6p01nKLmQKcSUiaUQi/zONhYKjH0kjII1xZDQRpFL5jAO7MeeFDJhlFNufWGPz6TpDNuLFd3GsD5v5HWVsdNcWCulKW5lKI14SBxP26UBqs/2NMtV18vyFC6lTDymdJJFq27/7CGoY4q8bpzqXUvKWdaogMIcD8MZ35C1VxMfsr7TyTqthm6mEujj/61tQK15dF1oVyustYwhoHXBaM35WScYoo947xnHEWMUXevYHTwxFfZ9IsTZI5lDqyVeo09+X/fk8iBf7q+lDZjJi0v29kwOrgaohq01c1gdDPnu6mnV5ySs7Pq9Nax9pZH7xONVe0KVpDSnCWdJD3m480QJ6Dyn6OrimCn2pwZH/n4O0+abrKSvPW9+2nBx7nhMT1CBXm1JWlNaRYdl9BEfAz4mciw4q/Eh8uiq59bZaiIaOkqR1HsMgZxlwxbkfvaHAa00l1c9q85x52JDP3gpcYiBbBK4RLdqoASs0wxjIls5zXXWjD4SvYDiSiPGhCRTYQCjiD6hnQKNZK+mcji11pQkmyH6qabIZFIcKXnEpx67BjVKCYbSSkDpoqT8QkHWEHXGZE1OEdCsOstq1eHHQMkKf5B0e9MZUizi9U2evbZiSZvOgoJhGHFOY51hvXXsrjwpKozVtCvDcAjkKH9nG01jOnRWR3rD8vnW1HsNKWa+z0ywmyvTazamHliZlCqhtQLDc+nFcpNVozVLgMCSsDezj9Vi09XrhBkTmYl4SyxlDik5fk+KIzllHtw952xteflyz+4w0jaGGDMPL/fcu72dMCPNer3ietfz4qPICy8ljGmPuGo1CLKh7fH+K8Ber2G+PrWYN46GoFYWLOkLc1H5jPHWA7/eZ/UEqxf1ZDFt3bvLZJRchznO2zyXn3i8JmB6GUfWcVqdLA9qScWvFy2fYXjSw1kCYEscqXpXNeW3WTUop2lUy5gO7Pw1xoDRjqGP7HY9SScchjQUnDVcaM1m3bA7DNw63xBiIuTE4/3AqBKmVUSd0Vax6hxtIxkdHyKjjwxewqFQEtFmUomQMsYJkG0bRZMMoRSiSpiVxibh5sRR9FrIiuJAGw2qTGFQggSqUWKkkvw77ALBC3PZtZZcMmXKCqaYyU1BaYVrNDkWmMKI6DNDKiSViYcC2ZB0JkaIpWCLxeWEsZpuY7m+9McTsWkN+zGiNMSUcNrRtAYymNayHz3X3tN2BZ0SIWVigKwT2kLTOOJQIFl0Y9FRYZSmaw37geOzrl7G6UKuOKBCdKLmlPR8AstnLEOLZcatsqKXWa162C0JeXWjLJMby7BL1vKsxliKWnyW4DPVCMgGWwYRmbONo20MTaPRuuXxbpi8aiGGppy53gcap/FRMYwJrRTX+4gxLdY6JDSSeaje3Uxl0cwGd647lOtNx7lcgu1y6s0h2pxxXh76c2Z6OVfLjJcYtfo3p6qqc63eXPO21BF7NeM18YTqjT9ZHFfd7qWlnXVd8gmgdloztZT/mGP2evNV6S4Xx+6QuX/haLTD6hVMQJizhrP7He0ty6NHjyFn8giPDz3mUrG61XF5GDg8DqgVhBQ5FM/11UCzhWAzZMPOe2ISYHr0kVXX0FhDTIkxgG0UaEUYIIyJMMoDj2HKFnQaP0gphNITrUBrVFIQAjloCdNyQlkFBnTSqFyEKKlBG6ma1kpjrJpwHnnQYYCchGNirCbFQp8DcSxEXRj2HuM0yijiGCkHhTKg14Y+Z1LMKC9cpmLBdQbXalYbxzgGaCylJJSRUGt/8Kg+4V0mkihZPLvgCjkmUrHklFgrTaNbdNQ0xYEqPPfyyOWVwdnmuODr2pkBzhkknTM/1fuQkzTnuWh0zljN/y1juYGqxyM40AxKVwNUN9ccHtbNXQ/AU6rA0hDV3y09gopXKa73hTHAHdfiXMPTDzSHfmB/GDn0HuekcLgfIg+vDC8+LCiVSUljjJs2O8cNPNNaTgH7alTk/RWbqZnAajDnOrbqFS55eTK3haWBmqvgYfYel5nuOYW/DI+FgLv0fpa1aa/OrrwGI1Q/sZLMnuRSyITVi5lTnLPrvPysGR9YSilUd1vIWUdBKiN1YMWIeFQqIh/ZTAJaKQtYevvOufAzNoUXn73if700cJYaTKPoY8QcDMoUzEqxv/LE3XSSuERS0A8Z76W4U6kgZLwQyQpMB+5CU3Im+Dx7J7lAI9hKiYUSAFPQxgAtZuXJqVBSmeqzNCSwraGZTtccBcsppZCCeC/KJEqWcM446DaG4OFw1YtWUMjYTuNLIkXQaMIuYZzGbmUBRl/wh5mLlWMhj4IFucYQfeE6DAwxMVx5HIZ+zKDBNoZMkP/uNCFGbKfJMYNRZBImN3gv96a95oXrQEyKEABV6wsFM4pxdt3nw2xO68qirqHIkzVk88pZZm3q54sxmY3EK4HpuXRjLtuYMaVqxJ5kVc+g6/z6Mh1eIYlSCv0QyKlh8JFu1XJ2fsaqa0npIVe7kVICIBBBP7Zo7ZDC5XZxLaf3BdU4zKB+zUbNRlzmc6kmAdWQzR5SDW2X2uFL+kT1YmZ9o3Q04vX9MQ4T1aFlpjWMSNF41duqul2vfryGFH06xnzCcp1Tc/UGarh1Kvu4fNicvA5z3D4vmloTUwG1yFP3NOvzBl88uhTy9PeZhFWOlEVeonEdRjsaV3jqzZrLhzviJF/huobdY086ZFZby/rMsLuMJJMFbG4Ut5oVjx739L0nGc1601KQso1hTJhdQemCNmCbqs9bxCBbPYVPCNZjFXHoSZEJswFlIRt50HFIrBrLqpGMyLAXzE0Zqc9q14axj+RS8GPCjxlaS9EQrBiqSEY3CpOgNYb9KLIc2iJekBJPzCkLsXDWOkavwMlkKw3DPpH6gkaT1GQMjMb3ccrUVVavAOZ6CnOcNdioCb3i+RcnaQvTYLSlIBpD8kzzUVqjnvTLDV//e3lq17WxDH9mY1G9kYjWgVJWlDJjlhJ2zJjJXIVfMZFaYlA34uydzenx0/BHMkPLDJU+Mr0FQ1HkbPnQsz2u0SRl2bYaJjC8cYbRx+NnNy7hvaX8KkWkdR/Itc0Km/U6Tg30zDCv76/e2kk5Tql8oXQ0qDJf6Xhf1cDK3Jvj5ysFzgYutp6PvpAIIXF+ZnC2cLEVfarL6zCpTTQLWOXVuUKvyROaKep1MSxrcyqBai7wOwUB54rmOdYsJzhBfQCySOYHf71LPLjbUCyELCFJyplUJOzRRYNKRzceFOv1Gm1hv9vL4psyBz5lhkMEpVAowphoVprr64H23BJSmuqnxNJv1w1GK17qdxQvYZkxQijUBlZnhuuHI94vZA+iIg6JHBTGGdH0GWTTKytWVmvF/iqibyvalYC+SmliyPg+03RavKIxY6wiNQrdacqoSL0YzoLGaNBRQrQBUFpj0BhtSCajAKMsKmfiLmOUZLSUhrFPuEYTxoJpNB4hIyoFZmLaJo/gVyajtCaWBLlggd4kVDCUYjDGseoyxuSpQjxThbDmk3puKvBkNnReS/MJvcQgT/WPM10beMM9ywsv7/GhoeiMD+Z4Cp8WOevFpp1hguPKVsv0+2nB7TL8qWMZKs3eO/Sj4dBHrNnT0NK2llvnG66uDyggJLmWe7c0929nQiq8/MhztWsR7tJsUOp9VPLfaaq+sMRNq6c2h4yzpMfpfdV7r1K6lRpRjv/KXKTpeUyfnTz37hW6xvDG+4rDELh/19A1DTFFtIb7dyz7PjH6pUzuqzArvCaeENR4egYJy8mimjMec/ud05h8DtmqVnC18hVjqotiTqUGzjZONpey5KIJOlMIxFTopvoklTMxRVrXSaaoFFbtllBgvzuQg4CvYt+kXMEPie1th7Wa5DJX44DpGphCh+t+ZN02E6talAbrA61rMOeMXWkyijhKSYNympwyyV2w3mZKGMmhEH0g94UcCu1WvB3fJ0oquNZQ6insAA2rM8t4SOyvPL4Ubj1w3Lu1xfeBsfcoq0lZoc0U8xuDnhZn0zoCidjHaeFJ2UmOiaax4tmEgj8USobopV6OFkoCZYSYqZQij5mcwNhCJmOdodhC2EVyKKTkcS7yljesMDozBPjQsxXfOSUN1tNxCXrWk1teX5YSiBRvSgGlEs5qtmvFZgVdZ2id4qm7Bq2FlvHRF7N4egucqHoNs+c1g83LdVb/rQ0V5gN3xipnLwrqISlrFLo2c/cis1mtaBon3zt5Fc4aSWzkyDgpEVhTgMx2o+mHkZSlZkzm5DRzuGQoKzXLfVSD9CRQvMTglnysGbieFSIrsFzZ5TXzZvTAemUZR7g4L1AiV7uIVortWkjCZprTGAvPP4wMo4DrlWB8CsH86uM1VNGb40UugbMlUWpZ0Swx+lTesCA11mpoed8sxfpkXDwTGw2jh+td5Mx1ZGMpZSShcKaljwONbmgmV3QfRHK0jyNnzYqAwq5XtDmy86NcmxOPweuEHxLrs4bhECkZqQ2bFl5ADJEPkWiSZJBCBlWIY0Zbjd0oooJiCq4zhCGBFuY0yaObTHPWcLjq0UVBAoPCRIPtRBAMLSnyMAqPR0/FmtrAaisGIzz0+Kseu97SXWy5LDuGIPM2Th6oaQ15yNjWUevkmk3DuPeEIdJuHNpZfIKuc+QQoFWolGm0ph88ykPRGZUUxWYwcm9aa0pCildLRl9YjDFYb7l1rmitQcjnhRAsguvk43NeHlIzPpOPeERdQ0sBOMkUBS7OCndvNWg1ZXK0wijhNUjWJuOs5vZ54aMv9JNGVYMxjpoMmQ3gk6ByPh6UMzhbpjWvj0DskjAIYHQgpkTOBmsbNqvCrTNNYwoqDWAbUhI2fpoywo0TVvToPQVHjJmVU7z1jYZnXwgMwR5D12qAlhrUcxlFBYtPOTlL8FhuZYl11YPg1IEox+zjMmqJPPOmFXfOxOiGmEB1HPqR/X6gbRz7wXPoB9arjkOf2e1ndYSlM/JJNUKVpDjfQLWg88m25E9Uo3Karl+2Uam40qyTsgzdpmWJMS2PrgqPrgJvSXDxlMMoTZ97YpZi0kwmKUPMCRQYZYi5cO1H1m6NMhFnHe6iQ+c92MT11Yix9SQubC4aVu2Klz7ak3wSj0grokr4EFFFYbQWbs5UN6Z1kWJQK9wf1Res06QplCtB0z8umHsZuzKUIPydpjPT5ikUJZ6Ia6wYn4nxKEWz0tnCWs1mY4lj5uELB87uakzX0dhE9JEwkRsLkvk6KhnkQrttWJ91XL+8JwyB7kIEx0ICJhkPbRwhjNg84TlOk1PBKKn0bpqJLjAdMIUkoZ1VGFU4N6LJ3Y+R0WsurxNgjx7jknxXjlkXzTJklzVWPWSwJnLrTPSPbp0L/0pRCDFDVuSJ2Vtr0mLKdI3i/h3NqtM8usrsD8sGCrOnJZ76vO6WGbJaWFuNz7xRZ2yzlMgb7mVigo++MKKUGP2i9FH4zvvKLFf0QySEKOz7xjGMEa3AGjVhRZBylfEV5vT8fTN4L15aOeJd8ju5pyXDu+67Wf5WHX+3NMDVAM3hrwj9nZ9vONsonFOEGFBa0TWWrtFS75YzWrdHjHiz1ty7XXjx4Ygxm8nwv1rL8ppFzezx9KqTs8RwaixbwTwwiwc966MsH+rsss0pwxr2za47gOPRo8TtOy1d64imI5MZ4jDJcFip8FaSaeqaFU45EolOWbRKNF2De8oyhp7oI/urDAnGQ6JdO4ZhoFmB7zN+9LSNI+tEJlEioNWECRnGvYDCzmp8A41zjA+j8HcUxD6TjAHTU2jQTmM3jjREwijkxVLANIqQoHSZlVFYqyhACoWSMrbV5KjECzGa3ZUnm55m04JCvLHJ4JQsbGVjDdpqXGtou4ZCYXt7w3AYsa2hbRtSTPSHjDZahLaiImuDQpNKETkJMnkSlc+lELOkY40ST0lpI6xto7Ha8uHnRw69mw6UGddbJifm030ux1gCp1olnCs8uGfZrjJWW7TKk6D/QNuI1IiPmRAhHT0Z2TT3bwvJdRgzu31EqW6RPp7B8FmIbL6uGSaYgd+KU9V1WUpCK2gbQ0fm3m2F1jvaRpFiyzB4rG5ISbS3Ry/62z4mtNHEJKUdRoM2FUQvdE1Gac/VdULrs+MeWRIIlwal4jVVUH4uEp+LR+tnVNxoDtNOmelLzCzGhNF2UqCAddfw8HJPton1qsWHxMuPdlMGWfDctnFs1pYXXh6OOuunzsTHH69R1IyF+1xj4nS8yVI4OZ3m024ugF3GjLMBW7YDnj97nkiZ+GGMFC8iZKbRpJxwxpFLhiIV6CHJaaLQqOnulDYoZRijmLmuWbFaj6Rc6K/EKLRrw9B7xkNBGUUKkVwkPm46Q45yb6utwzSgdsLhyalA1ihdKLqQ4vSdRqGtwTTgryLbW2tKV+hVnBY54sE4S7KF3o+4rpENbSDFwtgnRp8ZhkLKQmjU2tA/9sSx0GztFHYt/N7pR2M0rm1pXItRhkEPNK3oA1ljOQw9TSclGNFHfDEUrVFTuIN1hNFTrEKVQglaPD6tKCHTNZa1aWmiJWfDoyHRD/UAmsP0CpQ+qYc8Z1XnECelgTfe12zXGmMiXeO4uNgSvSelSD+ESYROSTnOVGCap+9yVsp2JKxOSEV53XR1zS1rv2bvu/KDllrL1etQai7kFGAZnBNxvtvn4g2EIBlaa6vXkWmcph8Kj697tNZ0bYOzmpKLJD4iR9maW+da1lssjH4E1Rwjh7lrrT56bvVeXkkrmGkuNSqpoRjMbXlKjpQSpzmqYHwVVFM453Cu0DjL+Vnh8mrPYQisu+aoINC1llzEcG1Whs3aMIwZpezkAb862/IaUvRzWLVMvc/YjsShM6hWOQZLULrG5nOv6sphOe1EMWv31kWSUqJbR6ARd9xniisoFIWCz346NeT9zlgyGY2hYIklEzJQGjaN4s7tO6w3B67agUKECXA/XHvalcU2mkPfC/HQyKmVs6S/yQrrFNFDCpMh1QqrDHqbIVj60NFoD7mg2oKPge1mTfOGwrgbSbFI0WgfYKNpsoEo0iEpihEqShGLppiESnIyJS38INPK/MYgCQDXWXKZMyrt1A21lCIlGrZh8L2cwiuHNlJgi1EShvlejIESE66KcJ1CjCityVqhUkH5Qkqa6yHikhT7fvgFT0jraQPMGKEAracC6bKGZONVjFEOLxFs6xo423QoVST88h5rNArDrfM1KSVGLyFyHaKGYI7ejfB2IlqvFoaP4/pdGkK5rtmzqD9ba/A+TN9QQ77Adq24e0tPYnGF0kiR9OiFj/X4qudaj1PzAE3XOjbrxG4/4qy0aKrZ3SMpdmo0EGLmLU9brg+F516MUynHsgKe6T4q+3y6ugUAPBumV1bHi9GPrDrFnQtp7fTwceBqV3VZBu7fVtzeQikN2a5ROnJ+vmWzXvHci5c899IVKRdWjRyA0vhAnud2LaEnNK8pJHsNnpA6xtH1YdbTQ1rqzN0x5+6ZiipMP4+ZjzHzg8ripKmg5WlNkNaaXBSPA3QKYhvpfY9R3VS4mmXzVNp6EQOklKaPEUiM3uF0waeI0YquWcOFxkdxI3MCo6UQVLfACBRF8NINg1JIo1Sj5wTWifJi8bJ5bVb0vqB1pjEenQM5FIyFMHpy09I4hb1oCUMk2EKKCoumdRprDEUZ+V1OZKUlxZ+nYs6YUVY4R1os+5E9LbVCRcKnXBiGgfVqqgGaZr6xLfvU88LVNdZ0HAaIydO4DmU86uAhFfTKkZU0FFQTLqWNRisokwhacYbr/UC7EYE6H8WjXYZftTX07JoXqp7PslZMtKVGnr6/omvlhO1HT+M0lESMmf1hZHcYJ9wmY3Rt21yOtYo+BFpnicUcvaCZlV3XcfV8OK6zGS+a5WRCSOTco5QchCEo1iu4faZRqqNt5F77MdAoza3zFcPgSbkw+ChNAKKs88ZZGpfkvc4xhkTb2AljlDW05NRsOkXbJEI8LTqds4izzEn1durequl6uR+YPSZNKYE3PVW4ONNYo4mTJ7bbj4w+cbbVPLjX4X2g5AChoN0K4xzguX2xYRhGDkNgdxgly4rMY+Pg0eMEuKPRf7XjNWBCM09odk/LiasHUIsPZ/r57P4uwcgl2/NJV1nr2oVjKccZudhq7nSa0QnukqJijJ61lm4PMUf05AmFWNjvwCjF+VmisYpVW2i1rL6SpWuIdQZtOqJNXL0sCoEpyolREHkMqC6tFCNaoNtatNLsryTmVwaUVhTVoMk4I1X02hsBs11h3A/YtSWnKAziLLhNKYVxlBY8buUozk3At3iLyWSKEkOvHBgrc2udniYwTnOvAC3EyZQZxgHjNuSQSDniUyZnPfUJG1FaU4rGWceq6ziMEQwkMmovpRxMJExKQXcNJWWyVxQNm7bhYrMWI9HP2ZCZiVurrKuka00EzLrIxihKPvApb9lwvhGNKOcs3arDjyNGq8V6KRwGoUk4azC5kEumH4PU4E3f++yLkZjchGGm4/qar+0UmF2Wd1R8KISeZ97UYhBNqat95Kl7W7pGUXKWjNi6w4dr9r14ueu1qDn4kBh8wHROPCAnWt79ENis19y7vZ1UKzVGK3xMlBwZxkDXieje297kePg48PKlQAkzPWD21pZZraoMUO+hek7VAfB+oG0SF2cdmjyVJwWUMty9BQXD2VoSFZt1Q3840Lk10Y+UnIgx8ujxNTEVxjGQJi+ocdJgoRRpQoHqFs/r1cVjr4GsOLt5s4KinL714db3zR7S/Lfy82nVdI1Bl+zUqtxW/24G4hzX+8BTWYh0Tjku1i0vX8LYj9jmIBu2KEp27PeKph3oWs+QIylaLpoVOXsyFrRBF4U1jbCLdeDibsBPwLFSGm0AU1BaeEUk8GPBdpam0wz7RMkZ7yErRTZOeDo50a7kNDZGMQ4JnRVGZ5KPRJ8Jg3gsRmlUldoYMkklVl2HM4U4sVubriGGRNgHnLE0Kzlt7ISBuEYq3ss06SVnacnjI63OaGpqOAveUDTkgGkcBfFGVt2K0I/EEHGNQ680JWZS8FN4BjklrAKrFDYUYooMNnJ5rSfmezku/Nm7nUOfunYqFqQm/k1Kheu9VPy/4V4r66xkXOOEh6UNq068qDFcoZixniq+pLWU2Mi6BOnAUgA9lRnINTl3Wu4h752B5xAGco6cbw1P399gVMf1riemPTl5jG5pW1Gj3B88203HBz/yMtvNiu3akbOmbSyHIRBCEsWGJBjaaiXJD2OkecEwenJG9L5jwlpDPwRUp+i6llU7d7+o81f30IzNLr2OcrIP6+9yDjgbeMP9hs3KQU74GHHGUIDzrczHemUpKdCtG1TTYrTgbbpktDG0bUs/RNrWHkPYnAuKmt3LxDRgbTs5GK8uHnuNtWOnoF498aq3UlOcM6YjRqX2Ca+Lsca0FRiUiZqR9Dnkk/Cuft8wZuIkLK9MwbPn/MLSHzQxWKTDpUKXltWq0LaCEaVYSDkQg5QTFCR8i8lLRkaLV7PqVqy2IoyvlBK5DSTtroqlPwQRMkOJ15OlxmocA7G0NJ2i9AMFCD2UDLkpR5lVANs2pBQoCjJC9NJKslBaK/wgLvtqs+b6+ooUM65pJMt1VhiuPOqxsKezE+Jg23WMIQinp0BUAiIPfWBIA13bTjiEBmUkJPCemKJwXUpm8IliFGXIqCFSVo404WRkMZjKKLq24eLMQCjk3rPqGpxNxFSxv1eunJwzIfQ411A72UoavGrgrHj2Bc94K/LU/TVjzAxWjI9xho22rI2mbRu6zvDw8kCMkfWqYRgjZ6aZNnymcY67twrnG0XTWJ59cWS3H7G2w9rmBBooxYvWU3aIAQpYE7h/X7TLWzcVSTvD2aY9emXOarqu4+VHVwA8/eCCthHSrHWac+u42g1cH0ZKFqmYwRfJkNVMV8mTMNwkojc9f2c1ow/ow8DgFUqZo7FeGplqRGtoWed0ybGLMWCMRSnDG+43PHXHoUhCCylQpp5hKGnusOoc23XDMAa0VoLFaYVSFmMcd26fSZsnuQLGkCTLpxXOaJ5+oPjo8+NUlNu86rDsNXlCNXU+MzhndxDmEGqZIhQ6+qknNIdd6miQZjdzdimrO5fSgLOZTadIaCgGN528FE+70uSsSdlMnzvSmIaQkmAH2tIYh1CaMmbKlilV0Mow+AMFRSqRdq3pd4YUJrxqAtwpCdcaUkzYDON+KjhNmabVxNzgGvC9JpepFMVCzoo04ZvBF5qiwbak0ouSogLXWXwfpwcOfT+wXm0wxuAnxcboI9rO4SwFUkgiVK8bMB2heALCYco5EkJGmcBhCpnP1ltCiqRUv0thp0xTSoky4SxxDJSSKJP0rVEK1WgRgvQZYxvWjaYYx8uPm2NTgIr5iDpfnNLvcu/rDu7fyVzvE4chEqLDmHZaqNJLztrM6BOqE3H9pIsQNY3CFYMyYFrHG566w2F/4Go30I9e6tSUaBiVgqSMz520IHKK517qefTYk/N8gmut2awKT9+3vHQZ6BpFjJ6msTx9T7rtNk6kXQ59QKFoG/GA3MTXOd+u2O17SZGrOWRXJfPU/XPKi48nHpCI1w1jIOXMqnVHTyamjLWa7brhMHhhVyOhztVODMBMIaith9QThonF3pF9GaNoX4cYuHUGt86qUVCTWNycMMhJPvvQe7brFqU44lUpJWKIqCTeWus03gPKsJ68QQHcNetuKrgtcw3eqxmvMTs28yaq8ZkLA2dcqAoiVbxnRvarezhzNpZlG8ui2FkKRDb7/TuO2w8co80kInkyJjFHco5Y4yhTFW/KmWJkAaUccaaRlL1pMIjbX7ErkJCslMKYD/gxyQmRC3Fi2aYQjy5wd25IodBtjWj/KKk2V9ljmpZ2Y8njdA95yoSUQopJtIR8JETASFZPKVmgWiOgciqkwTOsDmijaTpp3exaKS/JPlEUEnJliLkw5B7TGUJQFBTWWJgEsTJIuUnK5DFgOykPaKx4Q85aGtdgW80YPMU4+rKnTAZXBQlNU44YpRjJPPaJ9mzDo8vM411lQs8ecF0b8swT686zP8BLl4rb54IbXl7PZQjVC3h0GVl1PXduO6n4bwJWW2CLV4pAJNnMBsPZ2QalBZA+jAIIN63FTmH+6D2jD1Dg/u0G7yOHYcDa1bQOA10jXUOeuivGybktOQaMEYMz+sCqdZxtV7zw8jUhTgxtrehayWxtN92k2qjIKaNIGNewto67t+HR5TWrzuGDEGlryGqM5vbFerp/qW0823aMPnK1GydtI0uIM7O87qVKqHzSMzotk/J86ls2wunShXVn6LqGrmkYRk8pmUMf0FrkReQaZB+66X6cs8dCXe89h17kbkLMxBhEwTMJN22zbikU2sYweMur9YJekxGajVEVQTptJVLFmGqYJhNTw6o53KrGSiZKHcM1peoNz56SfLYwSF986Dm7YymtIqlCVmWqoJduraUUVm4lqdQcMUrIdqaqzVG48gcuXItWhVISPo7kqOiaFRlP6zpWm0SKhd0opx81O0E5ai73V4ngZGH4fUTWVxKcSQloKwuzEMZMjlJdn1PBh0KpXl8qlFxIceIc9YmMzNUYPdEnks/oM0XTOWFAn7WklElB8KKEsLUNGbQ7LlRtrJAOlYDb+ITf9ZAzwWi2Z2foVlModE50f3wIYA2rW1tCjHKWlUIaEiUlslIko3FohhCmtjsRYxoqGDo3O5x5KcOoyKVl9IpnXwwoNNpYZkEsdUwmPP/igc12hc8RchAZkBww2qLVpGNlClvXYZzCNArvE0knSixoDFYp7l9sBSPKsmafvq+52mUeXSe0tty/Y7h9DnIISbnOdr3BmYbLqwNd29I2ipAmj0EVDqNn3TqGMdBY0SG3zkp2SyFhvVZTtk8oBdt1e/RcHj66pqC43g94H9jvR3IpbFYN/RipLdHtlPW72HpCsOJNp6VExhxpVO9oGZWk5Hlw19I4WHeOECVxEXxk1XWsVp3ctxNAvDDw0qNrrNEMY2S76TgcxBBaoylAjIVhjPgo7O9V14iRR/hzhyFgraVtNGOognEzjeLjjdegrKgWXsor2Zsza3rWQKmTtRwzIDmzWCsgvRQ8k9fSEWBcdYaYBoIvpE5hsVhtMXZDIhJzJJWE0QajDCEHUk7kqX6JItyMl9LImWlojYRkfq/pGo1CsimbjYiW+VXB99LTp1Cw2qA0JF8kRR8lplYWSkSY2v1ASSIgVrKQv2Isx3KPZi29uhSK5KcSk6yJRJRRIsmSC83aiYTHXnrJhzHQnrXYxpCUIllLQVF0ER5S1iKAlj2mc5Iw0Jo8CdI3zmHWhscpY1ct4+jZ9XvxmJR069BKMww9ISeMtayblq7r2B8OxDKiBwEhVMro1qJRdI3C6Egp9iQDJs9VDhmlLCiH1lU8veoMLfkriZx6Li4MT71li91K1igfdXGy4GZAyrKwdyhoFKkBukgJmTxxlPpQePn6gNOarnFHT+t8qzA2Y01g1WbcxGMKMaFVYbfb07Yy91e7A9t1N2V1YbtuOfQBEC7MqsvsLvfcPl/hph5relpTWivJqmpN27ZH8P/sbIPRiju3tlxd74kx8dLljtFHmsZOZNQJIy2FmBQxeUqxpBQxxrHsGFszZstyDCjcuaV5yxs3rDuLNWCCZEur56iNQavCei2tybvNGufcsVHCqmtpnJ0yl/L563WH1vDSo/0xkWS0pk+RtrGEUHj4OLEf7HE/f9IZ00vltOrt1AVS04NzluvUTaxjyaQVY7VkTQPMqm05B6zx3LllCAHe+FRHT08aA0nBoRzYujOiCoToKYg2kS8eSsFad0zPVoxCKYXRjhADjTa0TUM5j1MBqMOoTOvW3L2raVcjLz+3IwyRnIQH1G4Mw2HKWChoWhEGS7lgDcRDpEz0fPSUMkYRUkYriEmRx0TTSbihi6K4Akn0h0pRkxC+ot0UXNcQ9yPaKvaXo5RwtA7tzNQuCChQQjlmvJKPjNMJbawV7lHd9FrR9wNFgSoT49zKSdk1LU3bkPsBozV+em2z3jAYQ2oCcTdAkZMvpIjKmlzME96vXNSTonZPpsiXWVStpRTjzU+1NGuDagqlOAzm+JlW20kFIROyGAMfR0Y1MPZJ5E6StMRWRdPrSBjUJE0ixiykwP3bDV1rp+eRCSFDmTqL2Cx43Lpl1Qno3TaG1tmp0YFw23yQxgjWGF58uOPWuTRCAPEOu64DpciVJ6UU1trJOEWUMpxtV8QYBfu57lHAYQxTG/JCP6XBN6tEKQlnC7tDArVhu05c7URze7mnKl54vU883iXOtx1tI5nLfvAUNCEmOlNbnVeDZLh1vhHm+eQkyCEwZatTnBpJON5w//aUrt9z6EdyFiP+0rXFxwaBOgQ7/nUApueU+myIZuBxZqLO8gHVRVwamVI4FuLVz5L/PtVM0Vpz69zxxgcNCchGUZJlVAkfRoqKXMVLwQ6McBRqaUkqSWqttBaPBIUFGhSthsa1gCJmR1aSHtcKsvTioegO5QzaHmQzSVJJ0uWr6XSOhbEPM76lNHkqUpSi3oLtFN4rSkqkDP0uCrAfhGyXptKCokFZ0E48PG01vc8wRCmiTYWsoR9B6zQ5TFPlt5MyjzBYSnIoPGkcKWMgOIPtWhonp7uyGkKSAt+YWHduCiWk0nvdrdHKTD3YpegXpNf8QR0kgRASwSfJUmbpnWZMxQBmQ7MccxJimZxQEzYimaGUDfs+YhuDKtKbq++lo0fjNJmCajRGN5TioS5yBa4VuoJtFf5Q8L2oRxYkzCqlsO4aWicM8Lu3Vsc1uNsPKKXwYWKbk2mdtDTvmqlDh9ZcbFe8/Hg30RwiXWtZtZZ977m86jnbtJMB0ez3B6y1NI0jxYB1TjwRY1BTfZ+dvKfbFxLC73ppUzWMke26pWsbXrrcoVXibC2Zt65JjGHP/dsNisSjq4SUSFRnQEqmDodIf/DkvMKPicF7Bq/ox8D5tgUlWVUhvGpK8BJOSkwpMLi2GKUotuBcoh8Grq72rFcdzlmeun/Bft9zffBYY6kyNHOmfKmS8UkzQjP3Zxarr5mwWnC6FC9bKr7Nspi1Z9GM+FfqvjoC3+ICOw6j4lHQpKJgpcjOMHhJuRsnXkRRBY0i+ohRGuscMSVsmYyNBqctuoBVBae1pEq1lj5hRWG1hEi5FFKRxWm1pVuv6K9GmpWeiFhFpFqjwjgLJaEoOKPJSu7Xro3oPA+JsEtTXkTmxzhFSYUcxbBNhewYJwLT4y6wur1mGAPOWuzaEnwk5oRuNXoUfIasUEawpdqjTDeZlAsxrLC6gM5kBTEGrNZ0bUduW7QxeO8pKQkZsJHwzec8dZyVBoyN1XQKDkl622st2AAxgzMcYuLWqiwU+CR8hlkU/jRMWMq+ML2vIJpSYMyKR489zmWuXih4Hzj0hXt3Vtw6Twxj4eJWi9sKrwtVMNoIv8knhr0YmxgSpgWfR3KUmqGUstT9rQT7OgyezarBWif4Rz8yjIHzbYdu7dGjTzmjlZqYy3C+6ci5CNvZaNarhlu3tgzDSEqZwxBoG2maoJQYr6oRlHOgpEgpGasamAB0Y+D2rY2E5pMyQNNIRvnBnbMj90nmLqHx9EPhfGvxkUkpQB0NfSlSaP7wsWd3CBhd2O9HfuXDA2OA3/S2gr7ohAHvmiPLqHpo8jznbrmSTxKcqnEW7wNX1wfW6w5rLdtNx6prsTbx7Isenx3GuGOY+OtghPSiHkTxsVJwdcEtu3PUU7Bmy2o7oGqcqns+Exkr/0HRlkzQiSvfsD5rsVlL6KQ9q0bTjwcyoieTi0xaYxvBa6YTIuaEsw25QKYBMmOAVCRTdWtr0cw4V83s3LpzixwL3vezZ5cVFAsZ6YRRC2+nzZaGTHerJYdM0ooSJ48FjSmGZBR5ELF71xrCKG2b7WaF1ZasNXblOOxGbKNJYdKu1gUsqCQelHYaZTLRZ7Ky5BJBJbpWE8KWogJKRVRJjH4UcDElSc8rJYY7RHLMOG1Q0z3bkmlsYasdK+dYZcPjGGldS28HisvUwvNZjlWkfVNi8TxFgmTO2uSj17iUdq3rSGvFvrd88KN6Sh2LTOjzLyVeeDmQEpw9Cvzm/88FaiU0iFwy1hg224YUEruriHNySIVB5nVgYlNjUagjJ+fxdc/dWwZrDF3bCLidMquuPW7mlMVrDzGx6z3bzYq71kztm0XipLEGu+6IqTCMgevdAYXgL23XkWKUA0trShSMMeeMdbJRNbIn7t4+49BLX7L1qiVlSRQoJGU+jJHrncJbORRKzqQU0LqlFI+oWE6fqR39kHj5Yc/FueWjL3h2BxHU/8CH96w7zdnayucsWl45NzkAZt7bIlkshnzwU99zFOM4koyhdVL0vFlptuvEoyu1cFRe3fg1dGCd+QlidWuBaZ4qgs0RJxLjUzsynqq5VXe8/l01YMuiVWdh1UjqkxC53ot4cimZxm3orKM1LYe0E23jXMgkyJrRG7JVlCxVwl5DjoZ1l1FFsx8MMRXunk/h1CQfarQhHkvhNd3FCrXT5MED0tsLJZXQzjb4UbARpQEtXF6bFXrdEoeBPFECiipop9jc3uB7qQPrdwO6NfgCbYLVpmMMs8TqVC0htIspQ6O7SbLBT96m0pTRT/Fkppge/ACuIalWZD86DQWsbqW8JUXQVryplBn8iHOOu13HWilMKqyUQUdou45D3KGdY7NaM6gelxJtUpSceOMDUZx8+bE6ZofqyV1LeqqEL8e6phqK6SNTWJ7/3NW30jcEqG1pm56zrWWXe0qEbupG2/uBmAt23WBDlsLbAspOdXQFdKOIuRBKpimZYCJlhMEHurYRTLNI/7VhjNNr0rAwpcxmvWK7bojBs9mssVo4PxLDGIZ+oG2ltY+7fUauEsHjSNO25CndXlKiIEB8jApjLdF7tJEQfq0NikzXCfly9IGm7YBCi0EY45HLqz2Ntdw5h8JIzvDsi3lKEFTdLnvEeM63lstrsNYxjp7La0/XGrqiMc7RaCNCfNqQUyLFOOGoAaZ9er0fpGnoGOQ+rcZZKzSGThGT4nqvjs94bu/1STZCc0pw1lipi2qpuPhkVmyp2l85RLLolnwheS3GnrONYbMWmYTjTlQDu0GqwUNI5KQY/AFdCq7tSDqj8wrjeoqNbK1CK4Mxgqn015q2gZINKRfO1gGj6yKXi1Fa6s/S1KfcGsuqXbFp1+Qhi7RFyRwOA2PvJQtWmGgAkkWjQNM1lAz7MqDtlEmwBhqR97j31AUpZa4PA8MYGZ+7ZF8OtLda1p00kVdZsl+xkTZCpELcJREisxM/YxT2eMki9KWVhKVaa4oaUYyUdIE/eHyxFEQ8LQZHSRHTgdLCi/Lek4zBditSH/kfHxyAwqd86jkPVivGnCm5wenCKifuu7WI+hc5cB7vPLnMma9axFzXzpxRrWtCHdfCaYHmrMYoIvmZxiXe9iaH14HL2KOMxZcGXQoDhlAyurHYWy35OhKHEWNlQ6Qg0h7KFXzllCWN045WBQ45UAxkJUbIh8iQPKrRdJsVh/3A5fMPhTtTYPTXnG06DsPIVimaFlEkKMLsX61XpBhIKRGCVPdbJ4xsYx0xSGdgZ9wRUJVNL89vtWqhIC2CVCSlNGXYDCttWKHoug4/SjJGK8Vh8FiTJlymSu40XB8KXVfwyaL1pBttWj783Mjjq4Q2PW960zl3toKbqjQusFUB9Ws50PnZhuvdQNtIo9HrvceYwKptGUYBre/cann50hwPoV+X7FjNfMwA5KlezBwDnuI+1djUtiQVnFzGjLMEZ+HeHcPZRgzEdfRchwFfMgUDStG0ilwCw5hJKVJ2luQ9pfRc3HW4pgAjTVvQxWGNYns+1Q6Viv/IPcWJQay1wVk3STRMRaUhM/jC2VrRrVvONhtijKzWay4fPWY4DJTeY6w8rBQExGWEduvoNo5sBHA2RqOsw+dCHxJGO9puTdtBuO6JThHGCK2Atd2qZYweXRRuUtrDKIiQDtKEEZBs3ITXFAq6MeIdkaeeZjtICtQgCTTvMEr0tsNhjTItphtZuYQuERvg4WVhGGX+P/TBxzz9hjXrswbdtlylQJM1zz4f8EFz60zx+CoSU3N87nPhcm3vPUtR1GdeQzNQEzGvcmBmLaoYA6sucv+ORjtFMYVQIrZoYinSQACFNaJtvGrXWGcZ7CXBB8aDcL6UKiSj8MaLEmY2ZJV4/nqkWclznxRm0Ch8E0hkxhIwW8uYIn3xMChcFnA7pkw/BO4rJc0Nk4TkYfIqU8pc70fatp3A+0JC+tHnNBLCiM4OY+3UKRdKTihEuTCnEUVht/f4UKTzSS7EGHm8K6wajXNTUidnnrpneOFhopRZMO56B4deWPsVHlHKEILl0ZXQKlK+wr5lRUyF7bqhJSJlGiKtXBBCbtvAetWiVOH2xZoXH14fpWidcxitWXVLB+TJNl+/+nhNtWOVFFVJhcKYntUT5y8+TcdWF33+uU7IzK4VQyRx6+6QuH3e4EsmG0MwjiFG8hgIgGtbKXB0FmuNPOA+MwyemAy2WKwFpx1lcu1jDmil0UUE82WiJs7OxLI22hzLGZQSAHvdTt0kVcHngDWGRjWcX2zpuoZxDOQU2d7uGA8RPwZWK0dWsLo11XQB4xgpSdOsOvoQaK0WzaOS6W5t2Y8Hcs48vr6m61oBCKlzKSAsrqBbzWhADZkSMiXUE1ChMuQhoKwRSQ6tUC6BnkKjDMXJfacY0fkSZxxp3NAaWCvHs8+O7PrmaEgeX2V2uyuefsMGbTTb7ZrBH7i8AqUchz5TykySrKdfTdvX5wzzs36yC0b93SmeKEZsGBUfejbwFGDuZmIpuKxQBhrV0ucDtV+9sw5fRpTLtFOX3JSC4HIAWjC94BOrjWY8eJR3tK3D3NKkQ+bS7yljmTybSNO2DGnAaAsO+quA7hXbVYs1Qsi7vvbsB0mv37l9Nh/YBR4+7tmsW9EcikHgiwTFewoB6xrchMFU1YZSCj5EQpR1ebUbuNqJcuShh8urTOsCn/pMi3WO7XZNCJGrXeYwLEMgCW+r7HLdY1V6txTY7SP/3/9xyf6QedszZ3zKm86Yu+IWsA41KRScn61JKdBN5SsvX+653o+SyLGW515U5GyYvdtXZ1leg5RHzXapE2W34wdNYN1c+zUvLLHEHE/FUvQrFqcsSmFOl5IwzrL3Pb3KeGsk1rfpGOdKjQo0rqGUzOriHtnsaBtHaw3K9kdiW2NaKRaMUmipDNipS0eIHjOVN4xxyg5pizGF1iHCVaXgEQE1lYWzsl6tASluRBW6rkOlgaQTo04UGpRpCGMgZvC+oEoglsztswsp1VCSkRvjSLgc0Z0jm0JfhKvTrppjqFooU/W1lF0MeiD2RVQ8Wmn/k4coadHpUeUsFfTFKIrVcBDsKE2qj9oYXIJNPuAODShD7xO15ktCbFEe+NBH9iilWHU1vLbUVjQwHzwSiql5ETMfRjVla0ytX6re9fLQOq44rHXTWincu1gTG8hBdI+HNKCKkFBDFi5XP/ZoI2GN9Yo0JhGkc8JdiVE4QahJERNNfx3RZqBpHXnqPisaTFoaYRZPU4uUx4LbWlQuZFd4tOvRjeJivSbmwsuPdoSYuHd7S56oKP0Y2B0CZ9uO3T7weCfwwpueakSzZ0xSo6YVRjEpaAoLP2eZj4885xm8YEMyr5rBG37lwwMx9jy419IYGH0+mef5/Rxfm9PngnKk1LCPsq/++69csd203LmwGCVZVVMKGEvwgTixpbu2YdU1rFdh4k1lQigMQzmK/4HwkF7NeA2Y0FIq89TDWWY7ln3HarHrsgSjZsHqJMxsa3XkOdy7YxknbaAchSqOAtcJg1VNnlPMiU43KMSdbtsOo4Ul3JmppksJzqDRqGzQpqUoBUpOTiGxRcYo5R8xSlbL2UwpnhQ1XbtCoXBFpFFNVa7LkZwz7bpBacvqbMthH9kNPWNSrBoL1qJLYW0c/TDix8DYebq2xUe5vhzkhC5B5q2bjE9KWRQRxwHlACWKfqtmoiG4hmADY4pQFLo1lJgnzoem+EnPdpr/3HaQC7m0kDJKjyQMjdVsneb5FwsptcesliQOaueKWtoh/d2qyPn8XCePzcw1YfJaTVJUoTv5O2s5WTtzXVTFjTQpBRQHnrrXYrUSA6mki4UyGauFG2NtQTnp915yJuVM9AWitDVyzUQHSVML60mQrls7Hl71mF7Rdg255CMeiCrkqBiTpP7bzqJI5BLRjaI4sLcVL+8PdM6x3rYYo+iHIDVZtiEk2B0iH3o2YG1PPySUaikl0Q+eVWe4d1vuc1lv50Nitw88uhIy5eDbBcWlznkj/dZK5iPP1efhqFy+uavx7CjUZ1LpE/XZ1b9TBGLwlGxAixEpUaQ8YhQhwKsx0LUC6N+52GCNYd97ctHcveV5eCWpfklavbpOrK+xF/1MRjzS6V9RojGlpCcRc62rFzUzrWvoNjk1x4riOoGPLgsPrGbdWHoNOsokpBRouxWda2mdYwwiOCVH/+TuKxETD1G8M4MW1B9ZqL2PGJVpjCOmOKV5HSZrwYlKpmsVzhjpYaXm7FlGVAad1Ywh0q0dLz5/yUuXV5zdP58kUx1j7PG7A+v7tzHKkVOgW3UkMofLiB8iTdPQGEMqmQcP7nFpHnP90hUhRHQnGr/BB9quEVB78hZCipRiaOyWlBKDmYx/KZSQJEs2nXa6a0ijRxcJD1Nckzgj50kRUg/4rNHB45PBZwFfa3JhGSrNeuKL0oQ8y/ue6oPPh1M9YGKMC1XDWQt52fNL67nmSBQ5A/fuNNy/4xhKpC+FIRaMblA5gyo0TSKVKQOrhTRqDYxNYBy8eGVGMR7STG3LYihdY7j9ho5+5yeZ3OpFilSLcRbjIMbM4SqCntVC97uDMOZV5sVwiS4WRoUNhmHco7Xn8S5xeVXIpcMH6WQh8jSFq13i5UcDuz1cnCtiyPRDZrW27HaFwUvbpGrwZX8tmwZUrFWfVB7IwT4/D63VIkqpOktLPaL6dxmlHf/zgzvuXrR0mxWlZPpDjy2Ffhhx1nDrbI1zdlIsmDAha8hFceeW4/E+EkI1QJ9kTKh6PssFV29aKszrF4qrPesKqaNFruzYObSTz4ix1hXJ319eQykj995gcRSaid0aeg+dRM8xC9+ltQ4fJdMl5DKNTwmtFEYZMBCLVN1TpK6MozEUynlGDFCMBTXFy1rBql0LT2J6WlllYokQheWaU8G0miEk/P7A2XqDUhrXOGKX2V33tGvLuunwMdM1K/S5wgePM2fTolcUMtuLLcVkDi/vyWNGtQrXWPGWpv/lXEgw8XtWUgaS1JGxVZRCOTPVLSkwmpIaIg1GpUmD2h65XjGtBYfSDTp52jSik6YUj9YNIiNRa8LqgTM/two0az17NLNhmp7m5CXN2GEVZa/raVbZXLaMUkrhXMPVdeJynWjOJjA6S9YmZ40vUdokaUXrOmKKjGFEG0PXafIhS7jTSCeRMEztoJNcdxgjQx8pK8P1EGgM+JAZrhN2oyk5cvtOy2rlUCj2VwOunRr8WcBIUbPPkHspt+lUy7rpuLqOfPT5gLWbxT6YZWq0Nljbcb2H3SGhtbDTrw/zYS8HwZywmSMP/cT8LzPMExj1xJi7c5wmhSq0kqY5sVahJpqNNob1Zov3nhgT+4OnHwN3b61lLWiRqt0dEruDqE/G2E7XLU7FqxmvMUW/bFw3A5Az8DzrDC0zaNU1lN5lFSCbhc+WaVqZyICxMJbEoWTGGLHGos7WNM7RNQ2j98eWzYpTLMEZKaILSZGmLErMmZIDje3wMXHweaoQ1sQ8cXmKoWuRv0FjtUKjCTEcqekjUu1MyYwlEUwhKkW+HASvmYh/m+2K64c7culY3T5n3WSuDj2us4zRi4C8Nex6EVYbR0233uDHyNh7jA90XUcYhXwWJzGwlItQ8v1trBXBeqVfJu0HVIIcPMWsyCWhXSKVjhhviT40YMolqkjpQGKLNmDLgS49njJQhrOVYRwjh2GF1s1xUclzqy2d59C6ek1VLROqvEtt6VPXUAWl68+Je7cy+yHRD83CYNXPkxbTLz0KvHVrOFtZSpTQTZIJGu+l+Ld1woCuXnoyie2FYj/uIEPbGYbrkawU2ir664TuHHsfMY3oRwU0ZaUJ+0jwkTIqdM5szhus09J5NlU+mzyPdiveo9JAljpBHzMvPlRovcYYS+0J9qTHKPNZqw5m0u6cha7h0vLA53go1rHU65J/6/yeAv6n9Vzzc5rxP3jqwbnAHcaAMagpiVDgSAa+2o0AuCYz+sKHnx/YH8xUYFtlcubv+ETjNZIVZ3H66k7PLtfshi8t+axvsryoSkqsp+oyted5cDezvt0wWEXKBquzpJ+VgJKjl6JEayCmiFrwlFDi+lttCFMPsFIMWslJE2Jm8Jmg81GM6TCIKPuqFZXFxggL9Ojl6ZlwqbViTB4fE8PYcz0GipVasmEcsM5yttqSc2Y8c4TgudqL6LxSjn4IaH3OODp2O8Xjq3NAiGabzYFm1UhNWsn44BnHhLNmmlsRK1cJar+qlFagzjHuLskYot9T8gpNj0oRpTfY1GNKT46jVL0DhEzb7kghoq2hWIgl40xh7yNr5yglMAa57mW75gpu1k1TF/Oxd3muTQPnhT9LkzKBxCNvemA431oeXRU+MpSFoTtl0Z9tHFpnYj/glRJBuyIaPEZtySkykLHE43WNfqTrWra3GnLMxJCFoe4TpShsp+lLBCdMctNqQspkL80EsGJYQswMQ8LGQhynDKkTr7sUJplfOZha2+AwAtRGR22ieHo/S02hKvg3H8ISVtVwVfbQ0stcarQvib0f6/Cvz6XuuaX+l7xn1gATT1S6w8RgyIEp5J1xKoXMFUoE5K4O8OLLmhBbmqY9fu+TyYpPNF4TJjSD0ssbPNUMmhff7LLLwppTr6ex6LKXdmHVJe7eahmsIeTEbhfxo8Mag7KeppGaHqUk9DrqBU0fqii0zh47FRglrm9IRaQ0rcib5iwayUZrYih0qyi9w7K42GjNwQ8E72maVgpTtSUnETvzqbCPmaxE/Cl7Ydgaa6GI4epsR/A7fNozPj5nHC4mzKWwU1JhL2tAeEaH3rFWG7QNx8enlCgfGs7w/RbUAbKb9HiYsh+3QGu0yijV43iZVFak5NA6YsoVJfYIqVuaRCqlyFZhXIMqipBEzuNgDDFv8dpyb7tnlUdevoZGeUYPzq2pB0Z9zhVYnhMSp+BnJbYukxqgeHjlaZwQ/boWnFUM44gPDVorujZwvlbSWLBYhnHkkEXXSCvpTtI1Ch89bZPQTrrGauR3msJq07I/DKQgmZtu7eQZpkQeE6vGigKlFb30eC1SLFohnVK0JWjpK6ZSJgUYDhHrjBBWg2S2ok8QRf2zWRne+KDw/Mt5OjiWsshzR9j5YFbHOa094eeQ5lQ+eXnwVyO3nOuTvbDA3WBZZlMTDrL3QthjTeZ8o6FkSm7xPuBspmk7nHPcOluLAxAiq1Ygi5ceKXJpMGZ2NObs3KvMz/NrKGCdeR55AhHz8fUZoK4XMns4S7BSJiFQi+TkX8Oxg2QB7SPXA+x3CaUy3gca1wCePiRWa3VsNCcPVMKwIcjnWmOlXbT3QiAshV2/R2vN+XozycNKOrdKklqtMUr0qKV7bKZpW8iZYRzJ+UBSDtDshoNwbYyQ+pqVo78e6PNAKYVNt8ZYaZlTcsF7phISkKJNKa6U9TfhOtlx2N8i546yexYYiV6j2gek0gEayjnazJkSpRU5DeS4R5WETY9QJaLZoZ1CFU1RUsFNntLPzqLXU/q/cROhLhK8Io1rtEt4Ii+rNVlHmgvFU7bw4ecyVYisRhVicE7bDS/xjzIB3dVFn/vXGS4f99w516w6xRvbTAiBoU1Spd6I5GnKid4H9teWYcKeyuQR++AJKSLU7UTXiUImSgiMTosH1TrFmAeCimgjLZsMirjSrLQmHwpFC5WhWSvyIOoAbiXlHD5WbXGRaEkJyVYmCD7TbQzdymGyHFJo6FrkDSdF3ssGkNWbVEejJHtkljquBmeew7nioB4CdU5rMkESUjPzXPbljNXVPTqXykgm7Q0PWt741Jr+sJ8iCfE0Q/AYY1mvW3b7zO2LtfCsOocx4+IZ1+d6qrz6asZrIitKjdic+1+2+5kJaDNG8CRJsfYnU8rQNYFC5mxr8R4ePc4YA10jNUGttjQlTp6UAIoxBsK1RZtMuAw0TSGGhqZVrDYTgVISqRKmKYczlpjipOeij1o5Tmt2O4UxIs7UaE1jBPQ2ys4nujYY66bYPnMIkcurHf2+pwwJvXFoNzUgXDlSSOx3gbEvbDaFOJ7RHzpyNkwaYjARxaiLcTLE8wnWMPh7aNWTi0MFkXYtIFT66XkwkQ6V2oF6iCqgbEGXSfF+Opm0MSREUVBl4ankENFAHDPBG1adQmWN1vJclFJ4pISlKLgcZQPH2KN1R3Xvl+zoCmAvT/GlW16xB6lq77l94WgaRZ88RWd2o0cn6TuWSuTaZ7JWtNuOx4/37JSlmEkJM+zRthBipLEWpTXRK1STKIi4XSyZTKZdG1zXoFD0hyB4YZRecrYTysN1n9HbFc55Usn4oRemcyP35bW0zI4xUSwklTGbCf/IGqss582W514IjGOcYAHHrHo43/+cHZ4ziPNrp4RfmLlU1ZBVQ1IhjRrq1cOgZqalk8lUErLAbethcfyZzGaluNg4bm1v4UNg6EdRm9yuJcljDJtVy+VVzxCkxdOh1wt/p4aV8/VKU4NPPF6TsuKyYd2sA1SON3bq/smJAQrvR0rxrFeG+3ekg4ZzhmI0WRXCo4izigf3HBcbwxgVzw2BSy9eUS0uLSS0LtNrMIwJ6IkHEZJKJh3ddImhRYqhmeRLz1Yb4ZDkxDAUNlvIJdG6qQfZpBmEAqMM1thJfW+qo9HgjKVrOvqrgRwS5UrkUpVRNFtHygY/PECplv4gqnhgsHaWWpisg2R5ipy2FaCs0iaJAjliVaGklyjqDKU3FNRUFV4XdqJbK0puif0oGFjOEwotCz4ZRMsmFnJRlJBQKVOcI6lz0IlxkBS80Byk7i6mIP/mgM+e9Vr62V5eRaxdAzVtf9pjDmpIUAWuJlnWkoGIVonNCt74oCWbwCGMBBMZmojuNUMQIJSsiBo21pA6hxpHcjEUIk1r8aMB3VNMobEdWou6plJSA1i9gVQKrmSUkUaUtSQh7QNDlBS2Kok8JGJnsJuCTYoSZHuodRHVhAB5kILYFDJ2ZaDVJK9hKDwOnsurgnPbhSdYFoaC40at0MQseSO/W+Jtcl6cRiCz4akep5w38vs0eSX1d7XJ5NyqS9q0z6n8UgpKz73DtKpVBJkxJJQqxG51LKoexsjzLwVevixY203E1GUIOOuOfdL7jp1aa6ih1ixQf4q8zxa7oLXF2cSbn24wKhNyos+RPgRiloLM87sa0ypCNjzqEy9GpknRaNSx37hEMTPWIHVT+ZgSUEBaUAiUVhN1RmG1YTc1zwsxs9Iaipoaucmpe1wcZUqpT5kY0dqBgsK4iYhZwKRCCUFO4iKhglZSrCh1PJLqLAv2qFZSVX9sP3OMp9NRGsSaa2zaobKA8uSewJvRpqW2rM450a32dKtMKSt2XloJFUCnItdiRUc6K6HHGG1IU8U9KaG4pNiLqW5J6AK5IBk0REhO50vCVCS7agoPHhhaG/EBXno0A8inZRs1kbFYbCbylqc11kx6TA72IXBglEMjFrLTxAypCNM5D4Gx79GNI2nxVA/7yPpMyhjGoYHGo7VHT0WrxxhBaXKKJK1pjMW1meA1fpy8zgJRSTcJpxWH8UD0W9rtCt0EYg6opCihoKwSPemVIZVI8pAPEFKi1YbWOh5eikLnsohb/nsmcC5T6RU/OZVOXhqkOTlSDepxwTDja9UJqN5WpczUyoSq9SxyH3OySMK/ke0GWjepLRboB482Dp2EsgADIUq95X//4MC+11jbLULsSt+QNblsYPFqxmswQhxvvHKCqhterer8viWYJh7U6KXHunWFVDL7EtkXiDmzpRBMwg8dTisuo8TFepr8MmEmIOi81ZN20PEhKC4f99y63aAbuQAfpAeZtR0py+l+zEiEREqaEIrgJQp8GslJ0zmDNSKgH1MUfWY9acqMnjJhRZs7W7Q9EELEhkLWk4ehGpiU+RRlflALQH6J5+hp8eQy5bLre8oZkYQpO3AW9DnCXM7EeElOFvJAHnaMGNbbLcoaIV2SyFOYmcTxlLSrEsYwVeIkZFAZlAinWS2Ao0h2igSKUiPGaoLPpBxJMbNSsOoMDRwX25xCnkFJ2WBC9islcb6RjKS3ieu0p2nWeBvEgyyZ7AN+n8hGIwiMJpUiradNQo0RbQwhjES/oe2kk4RRhpgHiDKXztqpE29mYxyNlrn2JtF0mabTHK4SYZxaf1uFsuBaMHZPyi3Qoo00wnTWUHzBZz/xkkAnRegTaq/oTaDbNNQOMTXkkg4ZMxwxZ4CXmBosU/jLTFn1jKZ3Ht8/NxNQx79byutIFFI90uopqWMoPFc4ZLQqvO3NG7ZrRyU5HvqR51++5mzTUpMPzlkOfWEMDmubo1047ePGdM36GBW9mvGawrFaDCexZ1p88ay2uCxGrZZ/vSq0TrNeGy53PfsxcK2FTl1S4toIRydFKEzYTgW4pukvak5J5imUqZZJXH3NYS+Fq40VAauYIlqJp1NKkpYmGYbeYF3AWsdhFMlVbTI+ZYwSY9DYZnqYCYqcAlVKcxhGUk6YtSUeEjhN21p0VvR9g8pmxnsmsFEdDSfHxVKKdA05PjgW2QWzwZhrSgRyQTsxpOhrMA+xIR3j/Pg4UfzUQjpL/VtJCbEjkxBdKdJwcRI6LyGhnaUUSykRnQOFQlEWjUU5kbbVJpGCLNyYMzkpkoq0o+eiMzx1L/HwMhFi7SG2zH5KaGnNSEyae3caosm8NFyTbMKlhE+ekqpnK8RHFaaQeFWwKhN9Ei/VWYqPmBzxe0UultVaY8wIqqBKR4yBFAvOFVDSSw0sRjs2qxatr+UQKJpybok+HzdmSFIIG6JFG0XjHJQiLZpyi0I0oa0FTEJ1oL0mDoVD8Rz6KXSfAOSKk8o4VRFYUh2qvtZMQKyexJQdjaLyUL2YucJgKQ7HwmBxYsRmKsx8LdZOB6WypKxxztB2LT5EutbhrOzjECPb9YqC4uFjj9brxfOd9cTm1/KRlPzroKwoo7bsESW9mZchE6CPsgyCFSjuXCTu3VY425G1Qq0bkobUD0iVwDlkT8milndspJilxYliBmxraFYmwDMXKaSw1mLbQM7XXF9tuXsHFBqlDHFSjqvs6P0+gvGs1xtyyTTOEtNAYxSNmuqOhp7k5r722mQy9qgb1NqGgx+wxhB0nMM+a1i7zNXlDlXOxB9QBVXDU1XxnMkLQk+MbAl/yqISveSBHHbHlG32VyijKHnPxcWaPuxIUTp2KA1hHAUzyeI5lpwxqwZUgTGKEQ8RHTPZC6McMqoMWHrZrCWgbItyGmMSaQyUIk3wSo5H9cWSMyFnxhhYdZbNSvHoak4jLxdk4wJ3bxWef3ng+mBQdxoGbSkxkpXHNHJI1HCMIB5byQVNwq0KylfpjiJMcApaeXKfYbVCIfypWEZCtMQA45jpusJL+56VNWy3DWebLa1bse93xInCkScGsdYQd4mkIYdItGvi2FBwWCIlF0a/wrpAzrL5izFs3ED2Ch8LSjVY21CbINaNOjOUTwH6JY4yez/Vs8nHDW6tE8maoheGpooKzpnJWeOrPJH9WvYrOw2Rch5ZdRvKxNhunOPiYjsVisO+96zXHTEm7lwUPvpiBNzCoFWqwFw8ewqYf+Lxqo3QnOWaq+Hn+1nWtVRkX94bY6JtOrTWjFahdEdCkf1IyR05adQkuSFIfcV/yhEoFTXlSZMHdXRftW7EI0sZphbQIXkeXUr/sZQLbZtoOzFqsnAEsJQ2LwpUwRqFU3UxSko95UwiSffT7ClaCiS7piNOwK/WmvWm47ATOYPDoVDSmpKdCK1P4LiEQjNfY/mASj316kyq+m9D1udYtUOlDGFAxUlBsWiai4b9i3uMNZQqNB6nzWs0RQlYCqIIOZllilbSSVUeG6ZkEpaMwxQPJmCKImeFaxr8YUBZ6Vmuprq0nDN77xlCYJtajGlIaaQUy9nG0g+FlKW4smkTB5dpbmf6EMjRkHBoDWM/0ioHeqSxDdkEPAnTiGqAKCMuUthGo4yhDAFMgZzwwaMNNNMcuCZQime8MpTY0ZgzkuoJIRKiPxoA33tilKaUSilso0St0oLKI/ow4taGYkQbPKtCW0ZpeJAURktzgYO9jbOBfid905pGJnbWYT+VN6khq6zhUy9pDpnSFMpNxm6Buy6bSFQPZ1mjN3/P0gAsScQVT5TfOKcpzPpaANaJ1/jR5y/Z9yNGCxfufGu42nuu97UurEzPJx/vbRalW4aSH3+8JlEzYVzq44OsFwJTaLHgitRU7fW+8PCx596dDTpnidd1wDjLeBCjAmXycKrBEVBRKdH6McrO3zEh+KU40gRpFDWQvTB/lT7QD7A9A9JABNKocMZNzdnaI4BXs0zOWBorPa2qV1NyIcRASYV+P6K6Bu8zfgi4lRS/hhSxxmCcQrMi+dvkIthAnjRYKitWwdTLnKnvvJ5Aa02OAbSQ9uoi1doROSf6R5jWknWhpIKKmf56wK2dGJsk8hTaGDIJ5URLKKuVyCqEQbiQKkuLoSKGSmlJr6ZmA5NKgUqJ7KWrq2oseW1EXmSMMNXjVa/ST/eQh5FbneLebbCmcLbJ+ADPviincdMk9rmwU4VCIj2+plmvKKqBCQx1xtJ2ilWz5uXxEcYq8sSpsp0ijaJPjSqQEpSARqE7TewVqjOQC8ln1ttO5nqbGQ+g154SMj4WrvN+OtVls8VBQm/bKUkOKLCdJgfxmmOQtZAHcBsNVpFjhlhwayOh+9DTqkxpDGOQZgHqiP2chkHVoIp3YyatdY6eQzUCtfhzKSRYa7zmDGQNzU6LVyUUmlpPqwqJlMXhpimlcpEib31Ti9WZ5D1Ji6CfNpbNdstbrOXysfRF2w+Rx9eFwzAXpi7rPSV0nEPAZab0E43XXDu2ZH3WdPJ8o9ULqu5oodDyoWcj+8OOB/caNtuGW1bjnYNyTR/OJzB5svYUjKphSgW+pwwMc41SLoqmG6EM04MUQS+zUiiTjw+klELKCV88KRta19C4RnSWFSIBq5nU8eLUCFDRdI1gQTnj9y/hH3v01jH0chq2jdRUieFyHHZbSmmnVrpzHVxdSNXDO8kg6sdYd00mE+IDSkqovEc3t1HaYdW1LM6Q0J2FBtCGNGaaRtGcNcSdP3Z4BdmnWUntnPI7lJ76r4MYLcSrIRUxBERMI1hQKQ7l/3+0/cmSJFmW94f97qiqZubuEZGRlVXV3QA+fgAEWHHHDVd8Aj4F+VAU8CUIPgGXAFbkAiKAEMKPPWVlZgzuNqjqnQ4X56qpRdaH7kpKtZV0Z2aEu5ma6r3nnuE/VJDe1L6uGkSDxRRLK10E3euy2bSIL/PK6B3BCedUtScWCy+HxuHkOa+JlHuAXwvFWKoFH7qJY59uOu85PB9Y0wLZUJIy5f1gIVVw/f45S75W/bK5QX3Ge2iyIgJTPJAl41phcvr+ae661/XG6fkA7y1pvepadZYwOjIgHiQ3nHcacJzKrKS5Eg6OEBwla4kfh4C1giw6YLHGdXLtdpg8TrH2vbRxzx4pF/ta3wLKtxnFHkgexcI23N4WcHSfbJXII5P+sWTSiVnCmETwB9UKyoVSnCLYTSZ4RwiR42HA2MCnH2/86eeK603pnWLyOA3lm9iwZ3r/8us3Iab3Kdie9exTM4CtLt36RrYz5D2fXxtrzvzdvw9Mw8AJS51XQp1BLLjAVsLV9iD3KXQdKi0REI90e+fnp5FSLev1ppsKqLmAKUgbsUGDge/vlUrmOt/uwWHNK842vAmIHBjCoC4OnboRw4D3nu//8JEff/pEBvKibp9u8lg7gAuU9AIcHxYB9wez3Z8mu1mhMWBs5fRUaTRSztT0Tzh1WIPVIW3A2ZuWJdKQbMBaTFbu15oTLjhs9FCSaiQ1IZsjmIaTpAubhkHU48z3ksbqxjQUKPr+xICiNbVWa2vWLIB6L8Ok92VM7zlhDNkYXBAuUpmXihuOLO3I++OFagqfk2ExtisKivK4loQMnmortTpsEVqAVRbMqeGzpfoKi06iMGA8uFFVCf3B0QrYEXyFstxY/IkwOpa14k0hmgE3OSgLYdDAcXvLPH0XWFaVYH36MHB9TffN7Y0ha2sT4xRPhFX6BhZqbtAVG0upSM2YBgE9yIxZqDX+WTnyaH0kspuE7ntoY8LL/ee3jb6N7/e/N/099JDf9Ze4/84+/t+pIpunPPT3qit/+4eBXA2xAzJvc+YffrywJvj9x4naGtHDl7fM59cMxt+vv5QNg/RtUNXrr/c48Ze8fsN0bGcA72TF/UtvGdAjNmCbOmwX1lrj7e3MV1uoRtUMrVkgC6WdMH5QMGJ76DsZ7Q+42LCtUq4Vwntaq1znhPMNN0QoK6VkbRWEmSINU7oIvbVEr6P26zLfsyylagh5WXjLmaenJ0orDHHsdXN3STCe4elIqI1kM6yFtQD2SLMfdIdI4//8f/zfAfDf/Lf/Q//+/WEYNFPZJiGtcTreOEzCWjz+ySPlBrmCBR8L5hxpMlLdogRagyr6tV4uVlGxt6YLUlJWKIMr2HzDbL5f9GmYMRhnFQiCQaKKwcl61WeWZ8SqzIm1VlX+pAN2svbdrLP3YAT99GuNUq0qNyLkalirocXCUiu34hAr2M32JldaKrq5rSGnhrOqthldhJABoSzdmWKbikbFFjWj0ywX1NuNCmRhvbyBdbQWMDaQJACFtlr8qprarQkqrATn84If4fAUWa6JmoX1VmjeQNAJmDiDDRYpAlX5VtIUkW4q995N8w0fHS++sqaZUk/foIUfgYOPLsX7ftlAiO6b3or+nDbN96xjD0S/xubt+CR7/7NvJ3IbebgQoipN/od/KLx/Bx9eYF0zP/6cWFbLn355w9lIiK3DMwI6HbZsDjm/lm3Zvs826fs3yIT29PKxabYhNYGHgLN/+PbFvfd8+NCoEZbbSkmrAgvnVYOBvFGZIJ7un2UwvfxsNElENdYm5zMmDNSWdISNQQarfRWMEg1Lvm/E3MFa1himYcBbT6Ew+MBoLEYMrVQu5wupZgwXxsNEDAHvDU0Mx/HAnBbcZClrQ9pEcx/3KcjDDdf7sS8O2M0At5Ppeh2ZJiE4IZ483njOn79SRbQ31IRCUjF3q0eziGY1xntaEaQ23ODVkywbrA0g2khuDrpLIExR+z25gjRajaq82C6qP4TvcKGMbdAoFGd3TaK5Yu4jX2A75XWSQC0ViyEHz1oOWNO4Vi2XahMO46De6hTc0CcrfdDlvSGtCesEGRvBR8Q14hRYlky5Vexg8MYhg2KC8iUTMLSCCtljsFEYumOsEc8QLOerZ+WJqb1hjZbZy1wIMTCetFR3XnA+6hBFhFLVQts4Yc0FXx22iZZgqWGKwXkt40spCJU2WJoVgoHDuHK5RcTGngXvXMotY3gEKW7l2v7ne59V94+oVTW7mOAWkB7322OW9OtG9a/f1zlHzo4ff9HJ1uev8PnryjyvGGMZhqP2lYx6zAuFEIb7Pt+5b99mcPt63xvuf8nrN4IVv61R9/JLv6AmSluDzN4j8zYpcM7hR8+zD8y3G0tacWO8O0c4kzHtQmsO4wYwRv2ZQk/9c8YY8O4GMuPspA3Wbg0jTe2SmzfYRYXta4yqtmjV/fU4HhCEMQzKoo8RIzMhKsAtz5BuK7f5DALD0wEXdPIyL4tmNZPH2kIrC3Bik/34b/7b/x7ZOHRGT3GBu5b0/eGIUGpgmQvfvXc0EU5PETsYlluC7EjujJMKV51e4DrOqDUkZd3EXe+lSZ9cSQJr8YPHUkloeSWITsWso7onPZHlivSy3VCp5kAIfSKVtAQTEcgFmpaSVnpz3Fm1Nbam45ActQhijkDBD2duxmDEIKmQ3UocJ2wwJARSVkdcGj5YmpPuJFFxtqp5pYAbC20xmhnXRivwcjoShgFnHV8/XbmkFZrgxRJrw2AJQ6OZxhgyNEdk4stPn7WZnYTLm9oZPX2IKvkqaot8OgUFVlahVPDVIaUimxlgMzixOKPjlNpAksE5lYWdpRGaQj4U2zOy0Z0eM58d/SwPAcXeg4cKj+1ZzlbmGLP3Xvas51FArvdG/4wtscuEbKWnc+O9Ga5ZWyDG8NDg3pxjwdpdymWbvO3N8farNo3cv89ffUS/vTYG/Y4J2TviW0/HuT1IbeklGNa18TEEFgr2eMI4yy0V2nVRg0NbMbWCWGppGBMZTw4XhVIMZJSlHCymqjOBQRjjoD3KZdbTYQyItdRUYc0047mlAR8LwQrG1b6IGmuW7nagpdPT6YnPGNqcoBguX26EyXN6OmGMwQaHZ+sdbTPXfm+k6+X0HpY+fw0S+0RC0KaDcL6ooH5rwuUCH7975vm5Ebxwvp4pYmjBcvs6I6LZhtkwWA2QRl0advKYKSBLIRw1e/MNvBeWm2YjtjRaMVhfsWHFNEvpm8liEOcV9W0MxnoIjoglv93oUU4pITrm0+/texBEqAy0diTwE3XJmmF5ixEhp4xYy3E64Jyj5ALriilLL1F0g9dUmEslDgMxBOqhwyqK4KO7a46HGHHW8OH7Ezk1DNCK4L0lLRXMQohKhH05OUyD61fNYGsSalFTw7RWji+qmlioKqKfKrU0HcJVIQwOFyyHU1C/u2zwEQwbnk2ntW4w1AQ4w3fvhV8+l96CcNB1jrx3D8qG+x7aqB1axmig2AB/28vcl5Nu7Ef5G7mfbfsEe0dGc/+MDVMEhseezeNwyTnTP9ewKV7sPanH3933tWoUbRxCdEWZ/ef+tddvQkxvkW9P7bYa99uO/nYj9c/191srlCxIqXhjmGvGe08Y1MzQ9p9vKWNNhXzBWIe17wleJ1fiLcwqvk2Ddl4xkydZi/VOJxodqGWMIQOmVExL1LVRCJxbZhgMZlIEdXCGKU4YyVirjhOn6UQMSVHTDb5+feXzz18x0dCwpPl7rFUNYOc029Hv23pmZvqYf5PsUHGofifZ4AGteT5/4b6YfvxJg9Xf/bHw7vSsE5eT4Xq88eVPnzXbQ90+SiuYXg4bAVcLDZDLSnUWO2gDujVB1tabzB5vKrIok9yh12FMw+SZJg7jukKmgIkOMTuw7o7mFvVNN8Yo0daoK0njAhS8sVqieQ1EFaEtqzK6nVMohVHlyraIVo0IrYIJQnYq2+KC664ovVk+q/Hk+N4wHI+IJKZx4PI6K9tdhDAY0lKxrFifCMOBJtpMVuyWBjwfFSWMqD6Q9TuFxrpNCZQO1ISSG0ZUCcE60WmbArvV0cOqJHBZKnOamYZAyro/cnGIaBDbsqF93zzCWjRbeqQ77HtpHwxtQMb977cD396zoG0fbsFmBzPuPdqNcrNnN/te133ue7DbdYi0pNzLwR37tqko8HBtf1km9JeFKrQJtwGs9ijcHqQ9fi1WtqOr9fdnXk6WnDO21rsYmQ+B5g0VEG902mM7P82oH7dsGKXgMN5rmu9UppMugh+cxw9RS4fUAWjeq05McNihYMxM48I8N1qtxCCIJIwUcs2kvHRxL4PvnmA+ON59eCFMnro0ZGm0/KaBpo9UTS9Lt4me6eVXa3pKc4cu7Fy6DWf1+DvSA1QVnUx5q+P0w9OBD3/8oFHDCFCJ3cbGG4MtBWuEYbD65w3yNSOlYrqho2LLE9SkG1oUu2SCwwwO58C6gmtCR66Rur30Vu4ZQXFJXV2PnhVLVfEuF1asAzGil5mK/k4vCWtt5FzUFjk4TOgLNVtk1WY7BVppmFI4YHgZI4NzPI8DpyHQVuHrp4Wvn8+0AkUyGCGv6sobo0eK4/amjiZrTjRUymUTFxARjDgVN0uiVJ5zJS2aBYkyeKmlkubCciksl8p8zly+LsznSloraS0Pz1VwAcKkzezgCy+nhb/9veXv/qCAPue0dN02qe6VvhHvg54tsGylGD2r2J0rtqxlG948TtP2YGX6viv3zGarTB7Lt2+ThT3JUEbEo7zMHtRc19B6/JxtOg4KUN4snf6S12/IhDrup1/wLk25cV3o/77XhGUjolpQSgccrGPpY+cmas3L4JGl0G4rdysZ6zB4nBv6ONlSpWGPA+289MUNtjZkLdzkxjRNGGdZLzdMcHqNtu4NNacpszNX5tUyxMjkLamsSo2QrHbLotSMXAu3VFivK+WWNcA58PaNUp9wbrzXx5vKnbao9eKMMVRROMGjbba5p8Kift+AtDdt+DrHWhbc0vA+kKvaAlXTGE8RWTXg+GCpSSc9zejkSkRwk0p2mFUXjpdMypVhDKSqGZkxplsDCS4lzAC1WJwbMU6wTaUqaAJZUevNeewWhHR0iHiHsU7/DANzpdl6hwvYJjhxGG8Qq5kZfa36nrm6EcpVN3NbUIsZA7jKdIxkKdSi/LfTaWAIjuUsfPl5JfxN4HgcSHOlLBowRLRftVwbrz8tfPf7Z1JdCJMhFK0npSpCWkuvPl1sDWM006lJUdExDB2DtaHeYYwRNzQGB+utlxwiGAtx8PhgyQtQLL5YgrO0ulUJ25R4L3O20usRW/Tr8f22Vvb+zz561735KPHaHgYj+/TtcYy/YY4e2f6wByR4zNDkIUjt8iT683tj/ZtMGR6u519//Qaw4s6YVeH6PVpvja8NHLg1qPZGm+qcrLlxKgVv0Ycj9s4eH48Tcy7K5WmC9Q5aoc4rt3QkDkbN1qRSY6CkTLuterOTLvzZLJpZBEddM/ZgdPw7V+xgcV4wFaxkDJ48L4zHsWd5DeMda15JpZJ9YYwDzjiu9oY5OLgJ1oFxIzW5Ox5i0yAyBgTNGOhNxB0g1u6nxxagMAaRgvVfsfKGMUIc1a/q9bYSTcBHVUJLJYHVhrexBuMtJKWmxKNKltZaML3Z7EZHumoAi071coKzVAwEg2tG9ZOk4qPB2UpFiKGScbhikbX28lKZ7NvLdrR1K5u/uVIxhBHTVthK9tp02ocGKvFO5TBsv1+iALswBqSCLUKeCz4a6ly5lJXjaaLVTC2NeHREH/j48sQ//f0n0tKwXvtBOunyOAd+gO/fHUkpMa+Xnn0YTi8RQcirNrmHKZKWotO06PFWS+cwWNa54kR7PzZaTqeRZU7kVElnofXvcB+lV8M0quRunIBq8UUb9ucZNrT0BhrclUdVrE/5Ydv0iXsWYsy3Urm7gqLtZ8FW8mh7ZFuPGhv3IdJ+WH6bDT2WeLqnNycU+7CHNzG03gerG0i5dxTNhld6nM79emr2v/76i8uxvb7cM5+9jnyUrtzqxpWUbrR6wbsbzyfD08GylETKCafbgSGo4p1xFh/CvXyR2mgI1q24eCGXhbSq1UsrTpujgwdvMMFga8OUSi2rijblAi1zfLbEUUXQfROCTxgHwepp3aoiXedr4vWayP1mlqrGhtZYpmFS1Km3uOjJ9Qlr/cMEQPbBV9Mx+nZa7ZONnrZ2WYk9OBeG4Qam0nIhLyulVLz3xCGwlkRpmegMPmiTlB4UdPErv8068M4qnmWt+GjxgyLQjdPPd60SWuVghfFoiQcl5UqytDb2r1EJUvFWGA4eNwV1az0ozUJ7S/17ikCt1DbQOGDa9Q5sxBqaU64ateEEbEdjhxBxzuG8pSVhjI6nQ+Dde880eUwzGlxa01IqKNBxTQnvPdM08sPvvmO9QJlh7DIU6aYg1+NTJKeKxeF9wFjFA8XBaz/Id4Z6s0rjacIwBLXfJlAT+Gag6EMdgycYw9NhxFnLwQdGGwnWQ7VQDCRL+tpIn8A1r03wFZYl8eXrCuyN5j0YaIm0BaatRN828t4ruu/CP8tOHqdjG/1jN0p8nGTxZ5+9vde39j/7e2+l3mZY+fh+m2uKruP2TR9oK9Mes69/6fWbRM32Cze/+u89Fdt0St49qZD2x/cjivMRWqgUWyimcskzzo54D0c7UmolhEC9zNBrXrEGiZ7uZcN8Pejmcl7Jp1EorRGi0alaBeO1D+MCyDoj0eFdw1S1kg5WPaisgJRKTpnD6YA/Tdw+X7GTwcYuBtUaX99eyUuGZrDDQM0DUofuWb8vjg1Yto1g/08duPh/+b/9d4Dcx/SGDYipG9I6pQ1YNLukQpkrc50Jz+r57VrRwLaWbSVRrpmGUWNE6Y3J7vTQJCA4/KgyrmaT8kDwVp1Ewhju/axaBIyDPGOSNnFDUFS1f/K05ElVKJ1TZzH3pjfWUlB3D88KXbSfXpqaYDFNsURgYMlU7zgMAe8bNkPIQvAGvOXlY+DtU6KkrjpZNVO7vmWc83x4GpV68yHwdr5xvV6xxhMH3XS3c+bl/ZFhgNdPCzVZ3n0/sc6V4/DEy7PSeEzzWLEEF/nllzcN4FbLxOAdyy0xOIeUwmEIzGvGWqeQgiYcnMd4XQOX64r3lmg9wTvqFaT0nos1eC+stxvOxbsWz6Nm9Nav+fNNvJc6j6z6bxvZsCUBsJdxWpXAlm19O0Da9nT7JkDt/91+FaQeB05bRrcjwR/pSRv2aet//iWv34QTetSP3rzGt5HjdmN1QyZeXhzDZMAIc16Ys04g1lYgWMSqIJUHpEumJu8paaHeVh0VC8iSMUHJg44r1nuwA7ZNxJjI1UBJBG86HwadlATR5vcNQghgLDUVTNObXMXSernihoLzgePzkTQnXFSnzMNw4DhMvJo3rreFdHlG5HjHUGwNaGf3mn43CdyWhz4SJbT2PzNg7SfCWHk+Deo7bqHURk0VewhI1lF2cEY5ZVYV/vzkcF7IS8VvY+JVEc2rOSKs2KClkg1dS6aqYNdat/G00U3ijFrbOAti8IO/p+qtNIyFIA07eNqsWtNVoJVy//7SGpYLzX6HDDP0HpYUwUjPAq3B2S6wbQxpXbm2zIePEf/kcA0OMbIsN22wTx4QHIqoNtYwHiLrRbiEhXfTe8Lg+c//N3/Ljz995qefP+GsZxwHRITlTZhOI4fBIQiuBpzAfFl5GQ8Mw8gUNslSw+k4sWZtopemAxgfPCVlpjAwBMsQVUsqeLV6HqLqRztrME0DRgjhDs9Ic8ZN6vjxtz8ELrfCjz/P2sB3/p5BPPLCtoCzlV9bkNG9t1cie09G7itMe7Bbb/ZRQ2grt3qPshtMbhyvrZej5VUnVf9Hms339f4wmduuZbueb9sx7a8fhLTG3KLon7OEtT7NvHtuPJ8s/tg4M9+bdtlXfcCtQQE3GkzYeGBNiZeSGE+QMdR1m6pUxZ1MEZzBWsE2lbUIp0gcFINiRMWlrDMYp95UoSg1IBWVZK1rpeSKVINMnundyHpNFLlhpkFdWr1luT2T0oiVhA8z1TRMGJF1emhAc5eabbKD0Prj4v/6f/8fHjBVtk+16BlWYhxXnKl4P+D8iPeBdViZP89QNAtLrxfGDyf8NNCq4H1RMGGT7jjREdQYco0UGkNd1JH0dKBmDUR5rtiisg3WWda5IJ1rJ3mzTzLcGBncQhz1VK1rU3E0CixNwY2t3esD63R8HVhofkYcKidSpQcng2kOqdqzs9bQEIieUlbSbBhOEfG6IYY4cj5fdS00YTh5ahHy0nj34cCtFOal8vXtwuk4aQB5HhgOv+PLpzPTU+D90wvrWgjB8YfvHTlXrteF7374jmVdKNI4DceuHd51q7wjdlArQM6ZOmeiDaR1ZegCXyE4YvU455iGwJoyS1J7a+9Ul3mzlnLWaPPeGoJXS/LaLENw96CzrZVdqXQXBmytsAub6S3fnIp3c0h7H6eLaBa3SX+otPBGVv3zfs1dxcHuNIw96G3BTa/vUadoC2SP178F0K0i2L7DvwlY8dcfvF2wpmSaEbx/huOT4+oyrcEtJ0XXOouJhilMzK8LUiGvmcNh0hslGcOKVBUkV86Y6cxvMLXigjBGS/CWdJkxQPAjFem4FW2a+9UwGhgOnrevibpWwtOAnxy1GNbFMHgdE8dj4PxlRa4FCQO1ncAcELF8/qIrwJkLjoKRM8gTaqWs6a3v0V/g/mA18Lh+j3aMjXPao/FuoNV3hNMZay2DH1jygjtY5FJIOeNPEduquj5YS10qNVed1hgUEWlFLZ6to9pIyBdA6QytdH6PEcRZcsqMB0+cLHSqrAmWehP9+aibRLqtNNaQl6LnrBWGY8QVxcfgnKpVWvW7L1W9yLw3WDcoU35ewfXpjjGw4W6a6FTMG+bLjAngquONwsvpxNMTXMyF+aKfZUSF7G7XLTuuvJ0vVKm8fz519UN4fj5yudyYfeL5NOlkc105DgOLs3z++sowBW7nGW8cT6eDPieUmyiiTXSDITrH756PlFyYZ92ktVbmJZNyYU3qvRW86wdBU0kXJ2QqpcJhGu5ZxTY13SQ69kRZ2JHI5p6xlK5OoH3Fev87LcuUEP64H7d+zZ55PLIUNvBivfd6vN8GS/YeoFRl0T7sZ+5Ax43TRhcYfMx4ts/TWMD9z74NZP/y6zcRWDXbqWxauNsHbpG6tkLKhhcswegJcPSR5NRLSpLgoiWeAq1WWm79hNcI7oMntxV/UD95cpeTtQErBWfokxyPGRotr7y+ggknDk83vA3UJIyHI46MDyMv706st6+QDHEIzGnF5JVmPbc+jdOeSKPJAQkf2QTURCy1Ggp/pObPBPeZ1s5U+3d3NnltraOjm9IreDwVFDtUarsD4VSUrTBNMA4R1wXNpjhSXGX648CXT18Ix4FgGq2oVIeJKnmbv2awBoN6Z1kUUmDLG8Gqp7gzkM6Zw0tkGB3WFNpNDfpMT+tbURCjM8r5ciFyKDe8hZoaaa4YGi56Sm60JFhU4EuwyqUyBjED1Z7w5hUroiXe5HEifbwtOK89L2M7xCiXDvJztFnX1FoK623l3YeRcYoYY3n7tFKS8PR+YBg8h6dnbpdMmjM+eJaUFPmc8305vn49U0phOqoHWSqV56eD/qw0js8HSqt9oxuWnLHWEJ2uSVd72dwazsDxMDIvK85Z5iUxxsCaCuerWiGnVO5b8TBGxiHg5pUhOEq1GqyNYYiRGHcrnm0CtvEwdeLk7tnJo3PxY3DZAoQGj0cy7ObtZr4JTlvZt70U27cPTbZez7aPt8DzWGYB7D0few9wW9m3T825N9n1+v/KmdDOPdm4L3t9un3ZIcL7Fw/eMh1GnCgWpcTG223lvCxcLzf86IhDZC2J2/VGPES8c/jgOH6YWJeVcID01tnurWCrUZR0MbhDxLdIdRkfLrSSubw+8/JsOcXGsqwMQ+SyFJz1fP+335GWhFgY3cSn9QsYwVSdavkxKLWiLSAVzC6ZaTsCWvwHSs0Y30CqZjrbCbDB3+9N+z7utPbOGVPk7V4rL0tgOiiBld5HcB1L8+779/quZWZOXY2gj/6NMVoWGf2MRsGiAMRilIIRgwpbLa+Vw3NgDI5alA1dlqZAQWdoq1HCbgy4NGOjIRwc1lryfEOw0Bus4eioqSGXRqFh0euqTPiwqMqBE+LgKKkqw18M3jR8FZXiCA47OaQZpWE4Q4xBp341cTsvrHNhOgXGg77/ciusa2b9sWK+mzidJmabyKt6Y9WmJfhhGii58eXTmVIb85L0PgyNGrWMcaJ4o7RqRhNjuOOg7ORwRZBScDEoSbiqfO7pMHK+rlxnfc/jNDBEx7IWFlF6iPdWEe7dfVdQQOiSMqV6Pr9FStnVSL+1R3oMNBvGRnF5W3a9NZ81e9kav/uE+tH3bQPE7tnIY+/I8ZitaBPbdKmPfZK7I6wfqx0NRppJ7VO1fSL3aBO/j/T/akFou5hf13mPvtrGSLdB7opwVvM/7yzHMSLBMncd5JorfnRgRXlYola71jhiGLi83gD6AxVaUhRuNhXswvg8sFwqrhlaXvHhM18+H7Hv9UHd1shxEK63CyDKRevTpOPvRsrGETrnft2OdrsC/0xuERc+0IzrcHwDdkDc34ARPdX7otlq6k2NUe+JZkCbCBvoSFukq+YZQByXN+Ew7pbPpWt251ZwVJwzOh0TsFkFEL0JFFNp0tPrDcSGqOW1097B03eB21shL42SK63Ss7GtEWlI3pB5IuYbrTcfWu2lQf9v8foM2irkudIMSvXozWyrRlzoCQHrnAijJzxF8jkTBottBkrDFNEf7a60mlk3Rh8J44B3ljWt5KLfKURd7D54Bg7U3PjTP37m9DwRRx2pn883aoU2ao8up0KMnpIr17eZ6TgwjpGnpwmMMr6mYaC0gq2OSSw5JWqdCcHpwdGfh+m4Iazl+fnIsiau80qtjXHwHEaddE1j0KlYVTG0ZclYZ1jSgoj64ynuZ99Dv55wbZt+//PGJmq/lzVy/zvnXA8cu0zI7mu3Uy+2pvMjxWJ7/tt7bhXzfh3yzb8/lno6FWsPgUoD3PYsHwGVe7n2L7/+4iC0feHHxtiGIdi+zPffKcCwWGEtM9brxa9pVca3GEL03DVxNqEvhYRpmpkr1oOLjrZogNjQ1a7p6ZlfCzI1wuRpxSDeUHLB1JnL9QmMw8jK5Wz48L4Hg6ape1kqITriGMip0KaG60zqGh3Sbgz1jSQGN37PVl8bI9R0xobTvSFt2BTk9gC0u5JWbZJv4+oHjo7+LoQIa0nMaSb6qHwwo04fhzBQ60o4emrOBONJ10y+FYJXvFQuRe+/qDfZdsoaDMtbxTtF70pnoW8ltTQhzULxB6wk6M11KRauheJqP20F0wx+dJRcqUA1FkztZZbDlhnJFR9MB1MaNtiUtwbJCqh0xpLWiiuapncHY2ywXK4Lp4Mljp7aCte3wnh0d0rF6ThxHJ6Q4vj/vv2o0irHicttYU2F42ng7fUKIopajo5xGu6lQi7a0Pfecb7OxKjAwHxbOVqnAnHFqrJgVG/5WrR0La0RrMc7z/ffvTBerry+LYxDZBiC/vy9HaECejGqyaS1DmcbU2xEv/DTZ0OT6ZsM5v5M7tnGXt5sU7JHDM42NXsMBBtIcf+djW6xIaMru0j+o8qF3K9jb2BvwWeHETx+Huw4oR3p/S0Ycmua/9XNDzXb2e09thRy23Cgm8EFTxsqUhvznMFFcmc/r/2kVw6k3LMcax3BqSKdHT3SKu6pchHtRThjqAs9pbc4C8E4xmZI3YRwGCLuVkivZ54+BJwV1iZIGxnHQfsPpbIsq97kJvjgaLGRboW2FmWmYyhNELfp3mQ0qidliNcV4Xvo38N0jMcjnmMrz7YsWB/KPh0zpjBMV6ZjxhpDlkaqmaFjSNa84mh4CzEMpFQZvCc8W27XtQPxBCMGZwzeR3JJ/bkoTspYSxgcBlgXPSnvlJq+eEoWQksda6vATYNBUt2bjAVMsaRrUn6f6FQMQEqlhFMHLWbc6O7ZFtIUotEc6aJob33Hhh87CvxWFJIQDWkttOY007Q9kIkQgicvwloLT08DcfCUUmhFCN5xzoWcVXvIIIyHSMmFS2mc33p2Ywxf3648PU1MU2TON1JJtFZYrMMMCjUYcyBkT5yEGlRVUmhEIFbBtEoInnH02mYolRg81llyrgiwrElLJjFM04RzniY3puAQLD991urBe/9NUNlLJjrbfqde7BysPehse3LLNnaHC3jMQvS/9zJre64b8lp7Rntm9C1V5DFz45uAtYNt96xpJ77a+8/9Ja/f1BPaPmzr9mt9WvqXyaypUtyA8ZrbpNRY6kxwgWEccV6pBc56SuucKQRvA9FFvPVUqYzhSAmV6TRRa2VJM9dfFvC9h+MCVnQRji+WL2lGROkgzhQGC8eXieutMl8WglMogA+BAQUHlqzNjtagzDrJ0+aM4AwIM9Isrn3RicnUeyDtisgHnFVPqnuTsdWtLa2LoX83g3nIjrZmYmU6LJRaWFYl+g3joO9htDckvSg4+JHjaaDWwvl85nAYuNSV0grB+34N7a5tbK1KXki1UB3TGFiuN7DCMAWWWybXhh09LvVek2vE6MlJqQghetZZr8tbw7qqamMrVYXjrKNajykrphbi1FQMPzjCFGkiDJowfdMAjSev8rhVcKPKmETbOEyW4APeBeZ1pnohJ/0u03FkjCPHYcIaw/P7A9fzwpcvb7x//8TT06T3Whpv5yvLrMqMznk2uY2QlPf32grxaKktcVtWzY6iZRgCxjhmnznPC8unr7z//plGpZTMGA8E8ThjKVKoB7iExNgCgwn9IHDdawze5oZ3+ux/+SLUoujwJe1Gods0Si2dHjMG8xAg+GbtbHZa28/pfuy76KG5rO+xlUkbinpLFnYZkA05/dhi2f79Eeez9YD2a9sxg3vA3JvXm3PsX31Ev4/xdvb41sk3BsZY+f47T3NCbYlsDMU7aJV1yQxxwm30AaNYiybtvvHAMLoDqa2k0mjV08TiXcXHyvhSu8C78rlabVxujWkQ3n0cWJfM3A3XStLJjGtCel35kitxCoTR44y7n+atqqiW4o+U1Nk6fsa3V6SdiYdAnRO1WZCqNtYitDrj7IXWooLyzIALOpFRc8Zek9vdnUDHm4ZaDSkXhmgYh+H+sLfUN1hHsJopVmmM0ROwhPCOnBNxDPzyp7MuKjFKP2lqPR2iVxrCGHh6nsilEWNWcTjj8V4oTfWGnajUrRWDPXiCbaQ53UXhjek2Qb18tM7R/IHcHNYq4tuUmTA9k7LaSLcqTEM/5UtFokrM5jmTblmng0sDija5WtQxcqcGRD9gesAvs8PkSBymjuERTqcDT8cD58tMrgVjDcu8QCjEk7AstTP/C9IsIRrO16v2xaRxePEd9dz5jItQpkqrwtPLgewTtTSutytPpyfWNrPmmWw9FkeSFetU++hmLE9u4rlNrGthTZUvb5n/5e9zb/YWMBPWDv35OnafdoCuW9Qb0b/ONHTf7UaHG31Cr30/3LZgo01jT87lvqa2Uu4xm3qkiPTWX//ZHXT7KOf82EfcAteGgducS7a4oGN8/uJS7DcFod3v6HEspxcUY+Pdi04FUqkkWykC3gesOJppBKf8ntwyuSZGP4ERqt3Bb0USrVqkeW7ryporQ9CcIE4RM1hs601hKaRUma+F4/ej1vEpczvrwzh/XoiTZzw4mhHybe3UATicJr3W60IDHEoIrbX3npzFoPrKxgTs6JVF3+tuK5+wcsWGRmggpVHdH2nN9yxWef8auFeMDdDJhKUWYryBZNYVxnEgukhte2or0jRA9pm2CUGb96ZhrPK94uBIayPGQJNGWioxuk4TcHuTvDaGySOzsFw1+zNicM0iwZB7v8Y5ixkNMUTq2livSSd6DkVce0trDteUNGzF9mmdUJYVfB/JS6HWQhwCOffT1Cji21TTDx0wCRDD9TVj3cL77w/YYFVjKmgQk+DJq/DTP38hjgFnLc5apmng48cXRBrn+cxtuSCuEMfIu+8959eZmlUniVCBSr4VXFCgZit6AMbREUe9V3kVlnklDkqwLUXLqztNwRiulyvXy6yOIwYOx8DNOcxikGz4x59WfvlcwMSuzSQ427/LXTN62/C7f5j5pl9o7nvssUzbp9PfIpO38mvrBT3SO3Qt7UFmCyQb3vQR3f9rcOE+GX60et60sL8dymzXaAwPwfTbDOtfev1m7ti3gkuCc43ffxQOoyNTMS5irSXSqPkG6Ai1SMJLxJsAWFJpKoQlmsI2qRixnG+Z4CJr3hp9A96NIBkh4YMuRjtOXN0VUyo5N8ZhJH53wDkNDtZbam4cnnTUmhKE0XH9siA+MJxGGAfOX2c2RLOz4IInlQrBY70jva2IBTpaVVixdsVhkZsKuDcrWHmjVoNzAwaF+Df5gpXPSPsB7BFjGsPwiSa+W6dUcildqxiGOCiT2ziC96ipXCXnRRuMVbjdEimVngY3ctZMcpwCW9Nws9dZltxlQwytth05iyEVRzY6ancHBw2sN9Ssypg+qqMFtfeBROWMsp0wolCGJpo1Dt5g8Sp72ipgcd4RToHXn96wBc04sUoKFcVaSrfwSWvR5rlo1jT5CWs9NjraaNi62OuaOT0NXC43rvPC8/uJ1v8nTVhuied3R5wTfvnxph5gzvLdd0cux4W8arO5lkYtwnqthEGHHS5oNmREs5VWq9KAMOSSabZxPJ5oTXpfUVHt87xiquX6Ff75J8Ha6WEStdtibSXSPjnaNvuuariVMjsHU1+KIdrpUo8AyG061hr3P3/8jK1Ps2c23yoe3gcrslGueAiAe+lIbzB8q5X+a37Yo4b245//y6/fUI5taOAtVTQoQApSqjwfRx2ll4a3luLqBmci+EBDyLmyZE2DaysE1yhtJWVDztDEIS2zWFV1ExG+nK9qNRzo/RWjzb6eekKjVcv5ddUT8odntpPjNl+72JUwjELNFYenLlBsoq7QklITrDgGH3tjuXOI6JIVTVRPrGk/yUweuWaVpyibrMEb1lVSfgZzIISoE7Ch0cpnSpl1PM0ZeEakK0AKLGm9l7vSGj4I0pwaJzkhrRkXLFIMMQ6AY76t3eNMo8T91BHtRZTamG+J09PEdBxJKfeJB1g8Cxa7XrAWXHOqMhk8oTjyXBEjCocwFuOEUgXrPKHeqK3pqB41Qh28p9TC08sT69sbNVdSSozjwPgSWb4s4AwuWkzW6ai1yi3TFB/mZWGykcNw4nl6f99ICu7UAHo8DhwOA2A4X28saQbTeDod+fL1VYGLKfP0ciSXxu2y3jfF88uB6+vKfFMrpDg5WtbSfbOkzbkiMneUvmCMI/iRNc/UVjkMnuPhxHxbsM5y+ZqRUqjBMYbAu2fH2+VR0XAvq+6I+Z6BiOyNYD3YNUA8uqt+W5aZ+3Bjx+I8BqtH1VPQgCL3a9lwSTv+bWfCb8Jptdb74fbr91dRuHZ/n61PtA2pHoPdt2jqf/31m+RdW9ubZPpnlpTgn38y3JaVl5Pl+X3E1LYD6/r4uFaFt9eqCGJjHbkajDmwLDPGeoxxuKANRe0XdalRYygijD70ZQmhW/i48YShEIxnaTPeBYLXydY4qDxFLknR3FfDVTLOW2K0WGO5XS3Px6euBleoFZUCtQ7xOl23WASVk5BSaatqTW8KhM0M1PBMrQOGFecWRALSRiQ7qDPOlv5nQpOVkhzWqkxEroW8ZlZWToM2OoMLDFbR1Nar35m1Oj4OwTNOA/NtwZtdZqGUDSRpmA4q4r7MKzmV/ufQ3ECgMNZEtTo9MxVctljpTPxWVGq1kxyxYEVwLVFNQ0zv92Bo1rIujjEqVcOOI/XtSpkrLSri2k4OySBZFDpmVAPINKg0pFkQtBTPpqtuCjlnShWOh4Ef//SF69vMcNAeEgbiQbjcLjw/P3EqE69fb6y3zOFQOTw5fByoVUhr4ng68P7jC8PtyvWy9FJLgYs1672ZTipnm7NCEFJW80drLDRFfUfjOD0dEVvJ68LtmiHMDEdHDILmi1vps+2XvVGrmcWO13qcUmmjerM5N/f/24LPI5Zop2o8Muv/4xo+306w6IfRI0Rgz2xK2akmei2P5ox7M3wLPtt/a6ByDz/3bxCE9ki6N6dNR1BiAl/fGlB596KPQadgltJFvvNqSLUSXPcWA6JTKP/zaSTlfG+Meec7cK90FHLA9slZ9DsmwjrbhcYd4gLB9AL47nukqecQdco2vYycDpCy+rNnlxgnBcmBgiURYfCe6AyX1EXCev1ggkOcQRq45y7UlRqFE5j3xPgF71+hOZZkMHagZoNtlRaOhJCRuWG5IS5gzEBtDW8c1RQGp0p8gx9U+N+pBrIUuN1WjMmEGNXOetRR9LomNpvpbcGJoKqGQQ0DclYC6SoBb9RHXapKcjhnCd6TlgIDd292Z616jVlDyhXnDbVoM8GKcvVU0gNqTpgpkK5XxpcTzajJwHxdMdYQQ1AHi1yhGQwNK45Si0I1nGXyR55OJwY7sPUeBOF6u/F0PDGNA0aE8TDgo+XT5y+8/nzVU7sz2KcnlbK9QySMlml+9DQatSWwKJCywTqvqhPtVb+qZIFcEKui+C4uPB9PjO5ZA3UZyGVljCNiM/6Dw5NgNSxJ+OVLAeK9D7OVv3vZsvdUtunY1jvZgwH8Gv38iMfZBPB3rN5O89j1oM09k9IgsVcxWxLx6yC561TvWdsWuLbfedQbegw+u731Lrr2b0JgfQQkPeIA9s8xXG6NnBvOdwSvWA5mIJhIMYlqUSVF9CE05xVKb+AwToCw5kzriFDpTTu3Sb4alSgdDNSWNWDEEelZU0MlZbPcMB1g1mrR7MlYctX39aImbsMw4JxlWVZu17WPvPt3LV203gimNCVkNcXYYBskgzt4qiiQ0ViH9QNhCsxnA2ZCxFLs94T2j2DVNsgEqPOMzLA4sObEy+kJ5yyDbUQcBz/QiqoJlqSpe61CyYkmCnPwITIeRrUwDo7L28y6WQFZPdFCHyBYa6gM4B2kG0QlBhvDvcmq/6dlXEm16xSB85biIpJusFFYaiJ4R6kd9Vw3jSIPLXN4N3F7nXHFkm4ZG71OwLoWz+gty5LwaMM9uMhhPDK4kVqLTuys9vQwWnp9//GFXE5gdh+5YQiktbFcKsnr0EE7UnqoOGcharmVc2IVwypCNQaxUL3QcoOohZ9Id/D1XRb4ZrB15SkEJhPJAtEd8EBtkSAQDoXXOXFZmjbu3TYJ1Z7S1qh1LrDpRG+I+p2NbvCuMI2G2wIp6Z9tQWMLBtokrveAtk+2tjJN7j+3BaK+e+//1IChf7/9/qYNRMfsbYFx+/ytvHoENz6CLDUY7kF1p3/8ZbHlN7ptbMhpvSjtyWzoSKFkz+tb4rsPI1P1eHFkq0FnYiQbbT5656m1subEcRyw1qr0AYboA8bAbVUjNm91kmFx1ArVNJUpbRXnBs2COjgr5wzegujEwxnLnFasbTg3kcrK5IYOx9eb7L2nlhu1VErt/ZWmPKwQ1Oa45ooVQzVCGC3DEFmXTL0VxB7Bf0BESGmiFp0i3acEvRfizBXMiXgcYDSkpEG0toWUAs+nAVcLAwHLpmdTcZaeiXgVD6+NIpDTjZwrzy8Hgtfp1uvXK+ua1UPtgVhojGVtjqdBp5YqB6IzPGsDrQnTYcB7RUaLV/ucDX90tIa3Bi1EQs2KfjKGEFU3PNgZUwN+VJpLiJ7DOODxjC6yzAnrldFfiwL+YlD3CWdcJzDDELw6pPT/3W6JnAq1FK6DwjqqNErLfdKlUqyNQs0qdl+zYTzOQLuXp9YpdOAtFR12DPr5IQSWVPXg6c1oMxnKTbP3ZqDOKux/bYn/8E9vGCz/5b9/oeH5x3+6cr1m1mR7w9jfyyGRxmEUvntX+eefEzknjAm4PrjZNmlrjcMkPB8LpwMcJ/jHP4ExQ38fuZdI217TgLOPz7fXRizfJnFbRvKoV70FoEfLoK1xvr128uzG8t/7ShtFZMt4ts97dPV4vL6/5PUXB6GN5buPB/eJmUbQLkNQDbVkXDPcbpXD0ZGMRVojd10Zod5/N1e9Ebk0nDXUJgTnOmBP+VS1NbxVc0JrHKVmzsvKYYxqDySZ2irBBSUmhog1htSgGc9SVpS/oBvw6Kfe7DfdVuiB49X/v5Wu32IM1VnGdyNlToQhKMAyOBqVJiPGqPOnNQERPfXbw+Jwh4Hgobab6iAPgWa7YaMUmkD0I8/RUkruZZL2pEpp2kQR6dev9AzVfi7kVBiiUhSenkf87EhrxgeFRNSihoimCkNUJcHbbe2iZcrPWuaMc0ptyLl0rpmefM32UbYPLKWxcdVqrdiqhNDDy0jtGKthCByGEWcnrpdZg1X1pDUzjIHpMOC8ZRwDORfmOeGcLuTzZeZymRnjwIfvnvDe6c/cEiW/4rzl6+sFG6tmP50Bb3zPAKrgo+X8WRvHNlgVhMMgRjdzLVVtqTulJgyBfC6I0QzQO4efLFTDYCwmW758TXx5E9Y00Frmf/yfrgieUoRN1kWDgO4FXds6dXv/PpLKSinC51eV7g3h0DewMA4Lf/xeqR+X68ycBJHxm37PFhg0GNA/ayeo7hMxzbDUKaP+KpvZKBncA8emvrg1lrfycdvbd0109opnA1fuGZ5Kw2zl3jZB+/Uk/V96/QYCq/mzaPrIotUbYbncKs5mvrwJy1r5d//JAfckVG+0iql6+q1pxRnLmtP9C6smUL+5LSLkO36mVBWeFzHk6ql14joX7NRoZWVdF07HJwQhl0xtA0tqDF7dB4YhUEpmKeqiOkpUBrdR8fVxUsrEUhXJXUtRwJlUCFZZ336g1srpeGS+DSzeoUCafm/6PLDJg/gbB5ar8PLDyrzelHJgLdar7GkzgjEXbsuBl9OBcZyoHUuljWiHdeDwWFdA0Cwpa8aTc+Xrl6sSh9FejjpA0N0t1PzQH0aMWYmDTgCz1UkIAoejKhKuS6asBR89eVXYgPGG6wrWeSIW23rKbpW2UI3FOIfJjfWSCNbhJ4dBg6ZzlvEwkFMh58rhOJKTkna9tZxOE2nNfP75zLvvjoTgOV8u1KaHj7VWUdNTpNZCuFmKXTG+QtEeii1KsciLsN46H9E4/EFHCjkntZXqUzZ1EjH4ofuRdatv562WZ84SRodJhla017MmZcp7P5Fyw9oN/b5rOetBTN/shudTZBwsL6eRt/ONP3zv+Xo2rEnVR6ex8MfvHcFbno4BZ+HrP11UUTPuE6etrNn7Odz3oRJX9z36KMW6BxNzDzZ7hkMPiP6O5Nef34TOtgn49tIsqLXdpurbntTuLLtl4H9pMvQbwYo73X+7CP2n1t+lVM5Xy3XWCPp8NAwRLqZwKTry3uQvpmHU8smYO98oFe1pLPXIOivS1LnE07NKhq6rWtamrBY36+J4GoXT4YngAzFEltQozTEvcDrAp58vGLMy+4V3718oOdNSIYlO3ULwxBhJayYET8qVhlJCjAMRy9LDiXOWkgprySzrCcykj96a+2jcWKP4FLOx1iEGzyHqyXtbbpSlUqVwPEZcFYIxlPPMtQeOED3eOdY1IU3tr5Ed5Y3AME6Acp5aVva6Ym3Am4HWCmxmd2JxJVMo3M7lLtJVcsU62/V7YJzUiHKb5jTrKC0Q+oI/eKEUPSSGITAdHJ+vyvI3o4I75y+JFDOHaeT0dGJdFSR6OA3Ml4T3mnnWon2nWhvTFFSd0KvjhTlNGGP7FBWcqNTEMiftiTiL8RUfLGWt5CQqT2IU/hEHz5w8dYVhbNzOBQlQi6HaQZn/ZFpVJw0TPXZVZQLnDWWtmGoIOD59FnIZiXG4b35FLu+9nW2yJbITSI0xTKP283LX+XZWmIYVkcb7Z8Pp4DgdAq/nmfcvk+LrvOovaU/psa+yNe524uiWtz+SRbdsRP+c3kdq3wSfLUi21kGZIt9c+6MDa607m38X4uf+ne9DBNlhCfrZ5i8uyX6jsqK5fzG9SP3n7l+kdbExBu9W/viDJ5mMoICnJhVjI00aQxxw3isOpFVSyZQlIRlSUiF5qY5aJ96+6sTjcCg4X9SG1zSG4LhcHZdbYwgDzkGpiVwtT8eB4OD3v3/HmhbSdWawlmAnNdnr0xJH43AYyClpKusMORXWpAA/xRAJt9vMdBiw3rLeRtYlsgHLtA3PHZhm2EeUIsLhoPdu6NghBjh/PTM5TxRLHAdyaJjg8daAEcQKh8NEyY0Qh/uDTqtuxJenF2KHI+RUeHu78XY+U7JR4CEqEIcJZOt5jo3QxeOCdeS185f6QhMRWlVZ1FpUvsIQGFy9A9RKUUSu2gtpWeiCB1eIPnAYJvJb4XpdUFH4wDRN3G438q1ivZoTxsFzebspATQ6DbohUKrgrCGlwjhFnl4OpFRIRb3fbpeZZU14aeqIaixh8MiiwwE/qDLkcLBUC7d2YLA3WggU8SRxuNKo4inXjF375jQDcQKRiwrsJzBikaaicdqINR0QaO+n/z5Zgm2MvnntQeP5+cg4eU6nlXquHMcBY1aej8LL00DOlWlwpBx4Pd+43BZitLx7anw9l29Kqy2I7PttL6O2iZX28TaNoK2M2wZBuznnNuHeApJzezm1v+cegLYJ2T7q38CVO/9sq44eg99fClj8TSz6zUto65bvRLitKbWdDpbaPJdb4+klkI3KX5ZUUAARCEL0O11h6H2cGhvGJnIe1dnBWtYccdZyW16ZDpnjeGBJM36sDGPjcoOUHc4pz2oyOgiyBoyphMOBEpSTJc4jDlotCMonarUyTIHRWMJsVS3vslJyIddKK5X6daW+JVo8UmW818TSy4595KlN841QKsDnL46c4cP7SgyRXDLvPjwRpDFiMK3xNhtqg1IsITaej5qlDMOk972PxZcuzRldILioLG7jGMbKk8DlcrmnyY1GiIJdVy3zSmGME9iGd411WRGB09PE29crOWs2CIbjMbKm0tGxvQTvp6V1sMyZnKG6EXEG01Avs8PQ+zg3nFM802E6ELzj9fXM8TjinaWMhbevV9Z+yrpBF/28JJZVTQyNGUirZr7GGA7Hkdu8UItO7XxQY8GcUGxZU/OE21uiNoMfB5ZywpiZEBrW3KizgPGsOerUUwyQyIsB+wTGYsqV0RrEOA5PgflzJiXB+4lHTtS++bjviceeype3xPFgOU6Bz18b59tCcJZxCIxDuHvT51zuvVAZwLvGbanku9ebeRjB732eR/zOHqT2IKD/bu+9m6182/tW+3tsGdTeM9p0iLbx/i7hsZdp35Z9vdH6TTz4qwYh2OUCtgvYxnxbT+hRttJayz/9VPl3YwPTsTwCG46hrAtDiB2dXCi9kVab3nxjjKr/dWnUJg0KXK6Z9bYSBmExjbl6TpPh5ahSmrVB9ANNKqUuWDJH/4zYSK6iOBljCH6g1oxDhdVymplvC2tvoDpnsSaQS4VOCGziae13WDdqBtTJiBp0dpkE7s+pC31Yyzjme7/qNIxYKTwPEy1lcso8TZVx0AVpQ6DMCXEJfwrUqngo48P9RKtUpK2QtS/inGWaxo7Kbfz882fGccQE0Yat9ZxOzyzzqngdaXgD1WSV2HUeAoTB06pmPAat6LQs3VX+4qB2Qec6EGUmJKfC8bKjZodBs7fL+crxdGA6DsTBEYLldDwwDGqzreWw71QKrT/S0qdiTYgxMowDaV3BWKZj4HKewQrm0O95E0rtk7K6rU0hlAvuGLvQfqUY1cVWjFSj2UnL6HpDasG40k0GBi5rZXHCaCo/fPR8/ZxZM3g/PEyK5Jv9oZu10lomeBicpaTMP/ypcZ0jL6fKOAbmOfHDx2cut5Wfvlzu5fGHdydG8VznzLsX+PGnFecO7CP4XdD+kWAK9H1X2eybHy3Yd0qIVhD6879WYtzhHHvA2RrVO4BywyLtrq9bYNwkPLYg/G8won9scO1jwB2ktAWY7cuprEHi7eK1DBrUnC+XirOWJobSnRy3TKLkbUA7YoBaMwZ1DggxMRwWPSGp5JyRlvj4MjEE1YPWwJNprTIFT3Se0gq35Uo1AxaDFbWUtsaD00mJMxYfIoeTZc2F8+uMoNfrvcUZ7b1k45SMCveHJ6JXvFn/7I37LeDCOK7EYcXZQK4NpHEMB7wxhNMRRLjeZqpknoZRp1+TZ82JUjPBHzDNcJkztVYGa8g1g6jG9eAGhhiorTGOOr3LXbZUfOby9YY7DBymE95Evn59U3PJaliXikcIbqS0GZolRMsyJ6TpSN33SY8udFH7ZGMZQuD9JExhZL7NxEHL6HVWzNXxdNQe37xwu878/vfvyKnwOZ15fp743e/eU0pl7RrRxjqul1lH+k5hB2lNvLx74Xg8crvdGA4jzVZqKQoRaIJxqB550jLReUscDfOtwlJw0bKuI80LEitSGs40nCzUtKpUrYBZct+p21QNMJaM4/vvDvz487e9lS3D0B5Ko9Yb1gpPT8I0CIfxQE6ZL29gZKC16511nkshBq/E4NooVXg9zzolu2VKNUC8l1NbKfXonLFPszZKiHwTGLYABNzLpkd7oZ13tqsv6s/ahxJwn6htGdIW5H+NJ9L+0B58HntEf5UgtAWixxrxkf2rX9KxR1yDiOeff8xMr/A3//4ItnJx2oi2Vsf2oDWpc45iHVItSSCXV5y9YsuVKhPu4MklEUPEW6AlgoOaAX8g10wtujgrCWfgtgrDMOK9JaULph1oNlIlU8vaZS8UOrBcErdbUnfOKerCyJVqG87rYrf1hsl/T8Mi7geaHborCHeG94Zelod7pjKtjtyBeGvJvB8OOKs4G+9gGkdqs1gb2MiEJasT69ZvOIyet7URO4l3WbXJ6YxjiiOj00BUSuHp+cj1MuOC4+XZ0CqUVDgeJ1LKzPPMsixEEaV/eKeN/esKrulEznfyYl9UYfA0DEkOej1u0emd0R+ppXB6OgGwLCvOe7777h0xavnWmvLP1rVxua5MY0CMELzHWcv1eub8phvROsu6ZqqtuKtjOk5MhwnWDM7x9jVpBugd4zGwXAvDUfs4eanaM7Iq0JatY5kr1Q/YMNBMwdmErZUtsd86e00EW2eMVWEyEyxW4KdPidomot8Z7Num3LKQjx8izx+EW72SZqENwvsx8l/+p5nLtRH8oIMYa1jW0h0/OjfRGg5jxHd+WS6NeS2s6w1rPc71IYjZZTR2mY6ddvHnhhT7objZN+9TtwdoSl9zjzSQbe3q33P//C0R2bLevTe8q3tuDfG/5PX/h5RHvV/gt/Xw3ozaTglrg94IyRyMw1mDjbAUxVG0DqYqtVKajoTj4Hh+P3O+viGt0mjYeiHfLAyeMQ4M0TP6SF0S65IIMRJMIMaI9w5vHd7BJV15+3rh6d2EEfUsE2nEEHvaLJ3dLdrgvK5dEF6NGo015GuhGuAQkDlj6w2HUJqB4W8wxu8Ynr445OFeDLHw7kWpKCIZEeWFZakcnKO0RqkGby3OTb1ZbMm1KPG3CNLlZEuttFrJGfA6QWsiLHlh6uUPIgQfSK5xOExcrlcttXozMRdl4DvrGINnyJnLOJByRoDpMFFyxg+Ghur1mP6M55s2/eNUiSbpwi591BsV9JhzJsZAWjOXtyvT6BjHA8eTWhN9/brgbKC1yryspFSYb5lpChwOB8q7LSgqoBURlrpqpiMRvBCc5/g8qmZU2DWaQrT4wbEGFUVrN89cDS05nE1QVuWvWcEOEQkCElScLRjIdAqHwTRhtI7JOaJ3OvLfCM59MmQ3md8uVOd8ZHpnaUvCu0IbCs47fvedp9WVL28zhykyDQFrDK9vV9ZUWLP23pY169RxCAQv5DLD0fB2aZTisFaVErYgULtk7ea0sW36b7V8tmbxlsmwBz5n2cGP9WGPa4B9VFvcWg+bKuQm4aGftZNWt+poC3R/1SD02Hh7BCtuD0G/5K6ZsqV6pawcRkcAnHFkaZyrcsC2wJWTxdiAMdo3sQ7VAW6W5tS5wCyZ+rYgMUCf9AzHA8u6sK4LOSessTwdRg7DQC6Jw2FgGCCXzHF8wtSgY9omeB/YGmk5rf3m7lyrdMlqX1MNDqEZgx8ipKJ0Bf/MHSfCLtq+pbDWdrsXOgFWVBFyMrDWwlodaw54b0AapVpCeGA8Czjf+24WqODEM/oNg9Hu2VaphfN85TQeQToYtKlKorPK0aqlspIopbAuq+KVjOU6RPqkAGssMQS896xpwQb1bUcMDcuahGIdsVXlYMV9+Rij/91qxVo4ng54bwlBD6LgHKVWPrw7kIp6Z72db6S1kNZEyYXxMBGHgbRmltuia8qq6FimYIwDLEggTANSV5ztZNOlslwbUdTCqWahhoEQK1IyqTSMB1LBlC4b4gIihuYOuDZTjcUFSxgjR2uIFQ4u4PyJTS1wW//bpt00dbyP/OmnmTkF/rP/9Dv8h0Y0umGNwO8+PnM8RD59uXC+rBwmYZrU5jsGT6mV623FWkMMHkMjOOVqeu/vTepdw6c/+1LvfditRNulPnb8z6Nc7CMp9ZGGoS6u36ovPvaBReTOpt8qIT146z0OOLcPr/5NekJbZ3x7c52G7Qr8j8Fp6xtNQ+Pv/jDirNa1vmkoXjthtaywpsYQDTiYe8P6DohqDWlNA04+Y53gaEgVTAjEIdybaq0XpLnWTlqN+EnN8WgWsZFqFA6Qc8NZFWHyLpDXhdYab283hdf0U2Mc9YRfboW8N78Qyd2k6a4u39UU+83vJWspA//wz5VpTPzue6WG1FZ5bUrOHQlMd9xJP1kteCzN6iaZUyZV4RQDBwmdtKtC99uzKKWog4SoSkHr2eg0RbKzpFy4Xq7k3B1DSyIizMY9LO5Ka76DIC15zWCFWSLWB4y9cXCFaHUTpDX331sIwTGMrgc+NVssWKyNvczZiMnaAzJ9MxjrcD5wu84Y5xjGkeeXJ155w0fPmhJ5VZG0lFcFSnaErsKzdEP46PCBu6h/K0IwVyQ4mtWGdLae5tWMobdloVWa1emewVBKxBRLGD3vj5bX18TXX5r2Ig0Pe2CDNmw7xOHcgeu58ad/Wvmv/ov3DLZiUWCqSGOIgdNxUBG1UllX9T47HQaMgdfLgrWG4B3TqNSbnz8vXG8Va8f79Bkeh0T7+Fz3jNyf568pHdtQaCe5qnX0hpze/cPMN5nRlt3s+KTHSdx2DTshds+Q/soj+j2y7QFmc2b8c8TlJgFrqDJwvhbFggBSC6O1XAvUbCkFTicNbN6NXEUnSNYYDtMRYwypZIJzWCkEh/p/o8TW4FTrubhK8AHrVDStNh1pt9q6YJrDErDO4kU3nvcGEYUNhOgYisc5Q24qU2FFmeNVGtWoN3o1qLBa+0qrmep+6FK1D+NRjBrpOacEWmNZU+ay3BhCBGNYSuZPb698dzohfsQ7Q+j60LUpMtUY+Do3bmvj+yclR67rijSzKUZ0JUhVI0g1MbouqlUbl8uVYLXP0cSy2cS0psDC1VrVNDJbCm3JOeGD+sLZ6rjUgq8FXxa8U5CoD14JrtDlcBU9bVLmeJo4PQ0MUQXAhKbDCC8s84wI3OZ8LwucC4yTSpKmRUXiDfDu3TNzWYhToFxVn8gHJR5XqapYSASUiR8G1YreeHF5URoGRfDWUaxaSmMVqY5UZbti8fkKCEYEKZnoR9bLwsW8w4fnh2bs3u3b7te2N3QDOqQPXDAOHww26iDDSWAc9WBb1gQYrvPK63nm4/sTMai19HGKBO+00TxCbpnWXC+7tt7MDpjcA82etWzZ0m4FtCkk6nUr53MPZFv2tFUvYNk8zrzfBk17E3xLRP4cQ7Q7vz6O7/+112/uCe1l2Q6M2kZ0OinYGtZbt9zzDz/O+NB4ee9IYjnPhlyEJoUQLLlmWtNejbWqJVRqZTUJ75SbM0TL+OGZQwx3Auu2CFqrRKNazc5qQFiLXqdKTjSkFepyxZrANO1jT/AY25C24NzGjxO64BzSU91We2AyhpYKYsC4K1JvNHPc2kJ3USjbSbIaICqno2YIwWnmFqwn1UyqBmsyphkGJwzWUVoBVGpjWSu/f/FY0zOwttf2oA4ZrfY+VzOklvuYunucWXuX3nBee0PrkijDgORCa8oXc33sa4w2lYMPGLEMAuI6Ihar3Ksuv7rpFMXo8dNAjIEYdNE75xii47YsLIt+n2XJ5FIx2xQRdUqJIfD88kRKiev5Si2N49PIvCy4Jw1424ar3RZJELwLtDpS0qKj9kE3zHB0rItFun5zKRU/GcJckY6zqmtFSe1azrQu5xKdw1BoyfLzT1paPtIgttH1DtLbypYdI1SyKh50wmAnfGlweHp+YhLhdrlwnVeOU+R8XZiGyLykjuJvHMaAAC+nyOtbZXNO3XzIdiF7XQfbQKjWyiaIv5NXN51qeweZ7pMycw9IW1bDHQPY7t8ZHrMfeunFN0Fnu44NRf5rCMP/2us3Tce2ntDW+9gp+9sozt4vfh9hOlpz3JZMWeBmwLjGEKQ3PauOrskdRp4790qbnMF5rHU00QZ2k0r0DW8asQc7ZeX3mygqF7IhsUuFYA1TjBQRaJ14Z7vuTC9HxmFCGrz/cOLt9UpKXRqiu58G5yiiPZ5mDCIDFY9rP5NLIHjFPKm+DQ9miIYYZz68GDCT6jlbDUSShLUkmqiQ2+oqB+9ZinqGuWao0mVLjMV6g+3ZjBUF2m1AsjUteuKZRisq+hWiNkBr1YlZCJ7w8szN3cglk1IiOE/IiSraf9OReuFcAjFWTFDRfueVZFmLPmPvHc471jkxz4nJwGGKhO6s2kRLmCFE0npjTYVlScw35a+FqKUZVFoteO+ZpgHvLfMys5qkvMKLGglGH/ZVKD34GsG6ARcd8+3K1AIxTJR65uX7gfPnlflNA6XNDW+FmlJ/7lBFwFms95hS+8FiMatOzZxV3t0jKnmbHO0yHJuAPX0vFP7wwwjOk3AMotNSYwytX7uzhtNhwvszMTiuszrCbkLy13nl69uNKsJxnHh+oveLxvv334LPoz3Q457cspvHsuw/Jna/D5ceZ7p/zjXbgu0GRLyzA8yulbT1QrfY81fPhOBRYPuxFt2p/Zu/9+ONUjZvZhoG3paKnRzjsE2FdAIUvOvNucYQAktKDCH2CVGfAjUhFy3Vgh8x1t1F022X+zBiVHG4to4z0SZalX7iRjVgRAyl1XvdahCMFY7HA7VW4pyYbwVMxZqADQFjGzVVMDr6ZZ1xq/aEnP9KKU84Pyhyt08ftpO+5shtLgyx4aPKVIg0Qhdvq011tiU3StCgUppHiuH9IYCUu420d0qYLUV7ShtoUq2PZ2KIKCTcfpONbZwgay3jYSTWiHMeeXtjBW4VzKJKAyFEal2BSjAO5waKZGpr+net0LLFerk3pxVmsRMfU8rY2B0hLEirHULR+Ho98/L++JDhNNZclHZDZnVKXm1egZat9Kb3AzarlhWh4axSG4zzzEXwcWSaLOv6xtOHgeNL5Pq1kBo476lzJbXcM1q5c++kb+TWM0ljDc7dyMVg7eG+preWxON4/NsT33KZhfG8IjLiJkswrWeknX8phpRWhWukSi67qkSpSpNJncNXSmYMcG50KsbmeKFYvFJ26sbjJMza3a9so3Ns17z9TGv1oc+zBbFHatYeiLa9/ujkuqG4NxrII0zg0RL6X3v9BmXF/UJ3ENKWEm5jvR29u4scQS6Wf74GfvdeuNwK9jQRu/yC7dwrbbbqF4hBvatax/AASmY0Bmc9lyVziB5nGsFuYUSbn864TijVK9wAhKmCOoQWgvUYfN/8yp9qrbKUpN/TWmJU0a60ZsR42mihlftGaBacVRE0414xcibl73DxvWJOOsDLGsOaPD9/isSQmaaCSOPDO3tv5m3lbG2avQGUVHl3DFgvWALeOYRKSRlkEyRzRKvyH95pYzkX7at4G1VaRPmuWKcQiSaCxbLZxywpaSO7ZFpWI0RjDdZVrPG0qjK5ko06f1gHGVqF9VoRW8EJeaksXo0FllnL7G3MHrxHRljXgvOWwai0hyxJBwvWclkKpQmXVZvwIuCMOl/UtZLmjB8UWR2ivyPimmhz2Xl1IVG9bghhpLVFBdys43Yp5AYcHCE1mhUwOklDGqUJJjgITgXPitBMBvI9s9fm7LdWOPtBvJVGjh//VPjpZ+E/+dtK/P1EtY0QHBYNeqVW3s4zzhquOTN0NYTa5E5aDd6j/S6IAcahQzTaLi6/EUo3hPRjxrIBKVuTuxDaLvmxT3B1oGQ6zGEvyUQ2Afyt0f2o8LiXc49xZus5bo3pfwMpj6023HVxH03U2n2itNWN9t70cm4gv85M70aGUXitC6toAKqiei9bavg4ftTufWHNmhltXK1aG7kqpqM2JfpJa5QOSQ8+fAPGcj1rWqoweYOYiqCBstSqkxGjP+ecZ5lXTc2NxbkGtpCS0KLVE80YrOhC1e/sEApYuV+j6entY2Mwl4H11VNrBmlME0yjZcmJdTUcDtwnX9ZqKSZNS4fNV0oNkLTxmNLMOA4Mw6i9AFfvJUORDNXegxwiCAZX1OjRjiMhBnK0uOx5RsfaOagTrvGGEEK3RrrSjHqDSROGYQAB3yrZxn66O6QaLp8Tp/cHam0cJ5V2VYa8Y1kLOSsIczgO1FJJqXA6jTxNlcvthqlJvdGqJbsDw5BhvjF/TdhQdBI7Bdzk+2SnN9edpbRCdK4/xwFroLYVY+Hj756Y18wqwpIsaSl4aaxvBZxgbur40rJQjEF8wzdDiJnSBckeezFbuQN7RrAd0KXoHvnlU+bj+0C0BW8jYi2CwXsNvIdR9a9uS75Pp0Ry515qGVy6+Pwfv7f89LlxnRe8H9lAhdbu43SRb8XE9Dw195/dAs3jfn6E3DyO5TVI6Z5+tKHeJmF7M36PCbYPOjZZn7/09RumY9tIfs+INp3cLQLrF/sWWu6cg1qJwTAOjtkK1gktqUd4Lfqe0Y8cj4BRXM+mNd0egFfOuXvAqq1SmuA7lmJNK6UWfAgcOOoNQnqGVPd+EQaNOr0n1Uy319GM4XC0vP/wpN721nA531jmRDw4mu8NPGsZp5E8N7CeKt1zbR2p1d65blvZtTGh9/Gp5+ur8PWt8v7DK6eD4oWuN2FZJobBEMKK96hHmDf45onB0yiadWf6VKrcN0KtTb+LNWrXI4aUM96p0BqyuWRUSlpwIXJ4foe5/RO2Vb5YyymtvNruR+YcMQRMyeACBXA4bVoDdr5QzYDB4IMnr6rdlHMmREcppYM0uW+m0/OpT1zAxocJjxEclSRVezS1Iusrb/nI6fmI/XpRv3tjuL0txBYw4UAqljhU3p30HheTaaYiCGOYMBVKnlWfSAoVw3ScCKM2y8OYKaWQTaWsFWxDcITJEZyBWyF/voI839e6PsNviaCaDbleugAI83ylyJHDMKKjuO3AFlKu/PLlsjsBdyvmJpuG99bkVoR9CI3DVLjOOzVoDyI8rK29Ctma59v62P9714neKSiPWdDWL9r6P3vJ+fi5OxNff+9xgrZbBf3rr9/kwPots5Yeeb/VKNEO/AaM0tcQDf/Z30zE6FhrVa5OVYkGxGBdYVmtMqNdDxZN1M+ra942UakJZHeKLAVUgqwR44gtmYbn02vjMMLp0MH4ohgerPrMRydA6UqIakv9Ouvk5v1JGKfAOVeOh86aNpBtI0tDek+m0QhHS06JdBl4fmeIofLlq/amMPskpbbdJ/zeV+hSnMtyJLjG+eKZZ4+1gVoyP/xOQZDXpJ7pzY94PzDFSSccJmjgzQnjFfRmHxac8xqwpdlephpMWjFD1PtwfkPGI2YYCe8/svo32uevfDYGWsUYlXo9r284Ad8DOnT4v7MYF/BGcKViYiDEgAmN8RBQM4NGKoWc4XarLGtRQOQQlfsnmvanVJDWqKmxzg1bEiaYjiUCsZ7huxMmJcYxcuHavehXnk+NVA1r8QTnWUshBs3YWnXYUqnSuK4rS04YZ8lS8M4RXKTEgniVBFmvCQqYang+HHgeDsgAn9vK17edEPrtRGrPeLcMIucVYxrffQzk+Uy2qj0OCgjFqF1VSuUODgSI1jPGQO1YuuMhEoPet2mMpJLRNl9FxN4D2lb667P/VjFxF6jfdaS3JOLXOCLYMH9bYNuF2x7H7rvw2Ubb0EpoW+9bz3iDAvxrr98chB4xAdufb//cvtiutbKVbUU5MbVx9JG1JMX6GDQjMRZxF843h3eW4KOOT0VT0s0qegP6efE6sXGG1hyLcTxNHjGGt2vjNFkmNW2gtoJ34Z41eOe45Uo0BlpBUBeQ61r4u48qLTIMI0tUxnOrAwa4ibL3c4XSThg7czhY1vJEKU9czwWFcvSH1QRcP3nMhslwD3dUT5dlnrhd+9i6L6JSPH/62fLxw4LzjmtORBdY0topJ/ocYoj3pn0qBW9VEnfrCYRgCEYfsfeObB21ZAwOSqOc33BpJplAwjDEwDVnXGvgFZuypkKIAz4l2qAZVUpZmdynJ0L/vvHo8AMMg+Jj0lqZ04rBkFNlXRX+gLR7D2NvbMLtmjoJ2LDcEtY7jFeZk8EPjMPI69efuKbGcIykJbNeVbs6eI/USpKBuRTE6PO1UhEpFCCJitUZEVpRv/rW9PQ0BsQ0bID1tWKzZtEtNd6uwppCL0G+7YX+2hI556WXh4Xnk/Dx/chhMIxR71nsSo4Yw3fvT9xuNz59vVJr73+WyhA90+i53NTp9jBGrrfEvCQMjeejSte0BtPYyMVQir8HgV2m9dtya8cAbUHzEXbwsCq/Ga0bYB/T79WQ/u2mQ6Tl56ZLvf2M3H/3X3v9xp7Qry9yY9JbNjburzEFICyr459+LvzxdyqbEazlaRjIpTAvKvNqg1fJ0LqyXsAQGMZKiHv2sOGAdA0YSoHShMOk06HLLTAOBevoNXYhldQnavEevQsNsUoQtOKQmvj+OYJp5Kw+4uPgOZ+v5JQZpkhKjeidTi3kRiuRmgdqPuD9QC6RnHVatjXqdzM4MHa3d9H4rS4j6izhH5r70MSweZS3pn5oXz+/cvj4UTdHA+/Vf77WjnOC/j3DQ8rdwBWmYaQb9LDUotf08owYD29fMUb5atPHD3xfGq+vb0rszRlTK9ELeRxBWs9gduMD7wPDGBmfDJiCD3qQqIRvYogBZwu56NRPBdp0GhRDZJ5nrHccjwd+/vQZP0b84pVJHwxuvfD1F8Pv/vDE8fnI9XZFmuP0cmS+LpSk7qQJWBaDD8JtBayhmpXWtARtTWhFwNQ+Q6mMQ9BAQm9wu4IdwGS43gyfbkKpaje1lVk6nt8nq7s1uuXjB0dhxtrG33x34v3LSAyaERjbaLXQnD4HYwwxRsaYSLmQi06xrvNKbYHgHK/nW6fROFIqPUgL41hYVuEPH0dqM/z9j1sUeSyPduqEBo29nNp4ZvtE69sx/qYRvQWsPfPTfuR9nTYtv7eEZPu8Xfj+r9yY3r6MMXqzPrxkghfmxfB6LgjjA35o/3ANTOpLFmLBPxXe1hWmg/J3DNQ109CGp22WYm60IixzoEr3rZKODraetBhKNVibGUfL67nx1ibmJRD8yuGQ4cVyiJ4QTD99d70iay25VUoV3kX1Pg9epwhrnvHiSTkxjKGfLo4xDJxDwjuHw7CcA6/rOxRf0RnLD/2x7ZTdMR37QpDt1DAox6vLZHT1IVprTOOsOB0T8M4zjEJGMB0JruWlPo9STSez7jV5bXrqW6u9Ih+caiSTqc1jg/ZyzPMT4Xoll6qfMz3ptLJWrrcbh5K55QTE+3O1TkuqcRqVaW+S6nmPqrGMMwzBMwSvAvOtcZgi87Jyu944Hg+saaW6ShwGaqtU37CT7X3Coos7O3zQiddlibwcR8y6kHPFjiDeUW+JIlCNR2pQqx4R5rXAmhkGOn8NLI68JvUYq4VLvnA4Ttq32h7RMSGLcL0AMjw0ZfWvtVnbePecMDiMbXx9VSWE778fKLFgQ+NoA4Z+wNzBf4a0dkNF5zmdDnz5etGN6PWZDkHBue+eRq6zCrzdmelskzOwZuH1oi2FWid2D/itV7WP2rfh0TakUCjNJlTveAw03rv772wZ01bubdPureWyZUcbvumbta9R4y+KLb+pMb296TQKH99pLfhyalznRi57OrZT/LXm36xIlqQ4oosIL86riZxAKer+IFF4Oh65mBtEoS6JdGu0qRF8oNRCqqU7qBrqUpi/Vor9DiT2VNQyjqqquJTG0N1Ut9Rwi9xrhWNUyyK1v+1NQeuYrwvzrL5fcQz8cn1lzZXr2mil4KeASa/gjlh3uN+fxwBszQZtbw+Lo6e17HW8c35bXv3nRDOkZtkIwalkxDlsq0gVBqPNXoMSBqN34HYnlNaxW6WoAWUMneE+r9S3G+bpidZPYxtHgg0c84r1Aesch+OB3I0VnTOMIZJ7KRmCZzpM90kIVrjdrvjiWBZd1M/PE9kUpCmOyDlDdUJaEteLyo8cjhPSCsYZFcrH4gaLHwcuudBmMFWQmmnFcbsanLGYaWS+LbRcaViycaSlESdDKmCKYTq4ey8Qyd2BtzKEUddIK7ukbRGiHxSMairx2fF2vZKumu3oIbNtJt3crVXOl8offhiJPhHcwnEaiUdLsYpdM10NM+VGnTPjoLLHtzlRq3A8DozR8/I0MS8Z7y1f326IMdRUeLss9720rPWhMWwI1hCc8gVTKQQvlHrAuXDv025BYG+U75CCTZxuO/AeeV5/ju3ZS7ot+900qLfr0d/bYAF78LN/4YDsN7PoReA2w22Bp6MBYxmjcLvdMDbyaJ62iSUZY7SePRh8DBjvFZdhjEq1Nl2g25c+HY7U1lidReZFxbU27SFv1HnDjaTyTDMBJNyvUXCsyTEO2tg12PuNN8ZQm+26RKjOdaVjklQUDSPcLpnLZcGYleHoWaqe9DkJplbWAqY1jJ2BY/9sLYnumkJ2S1sNmwf51pzeH1zF9g24Nf+ssTSgicN02ZTgvfKfepaRUEue0UXUIrJRJbOJw/Nw+tXWOM9nohup1lGfXjTQ5ZVqPWIt7XbBSsXEkVwU8uCDx3vH9ex5OZ1o/WRNScXOSqvd/bWRVy0ZS1G7oK+f35gOg2pFDx4fPIfjgPOa2czzot5kR09qK814WmmMw8RtvuIHz1DViNBiiSZRzl/4Mp9wk4AMlG5JVI1FGtRFJ2LSPKVmrI0gnnUthKHdnVm995hqsLZBg0kcw2w5no44Y4kx8P5v3iPlH3k7r+Q83p/hRjD2fqAU+PJa+OGjZRoC02mgusLgI1M8cJQRbyxv5yvTGDvyGk7HkettUaWAtTAvmctt4cPLgWmMKnfThdJKaYxDJJeFVhUku2UmT6eR6C1zl4H98dNKrRvny3yTCDxOqXYn5Z09v1Gw9gNz559tZd3j7z56mW29pm+nbf9GI/odnq2Nrz99Amd1TP7Dd4HaMq9nhep7v0G399o055XrbHn/LJhWu0ymnuj++ZlbnFWQqxaCU7rBENUmefMR28b2KTWu5wPIQbEvPeTWNhPiZ5wfcXbEbbgd2dNCkZ3DpfrSWt6o4p1gmmWYAm9vN90wJTNnIS1NCazOaVI1/A5jPijF5J5uK0IaNLBZozIc+u89re+ANcxuzSNskHfFMwlQiiMlczeLtIOhCVyyIqwN4CeHa75PxQwYwVp1wdU+RVfja41bvTK4Eef75Gi5gcnUccRMB5ooJ9Y84EKcdzy/e68lX1F0bc7KaNfv0k/OZpFWtD/Tp5tpVYeUnCvX66qmjMErarmuzOsVf1AjylwSS+48tBDVgFHUwtkOjmCF4MCHmbRYrId0HhAPDe3ztFpVQtgI69pQS50RwalcMCpxG/1As42cVgYTONmJ+cvKj7/8QqlHWqn8/ocD/+7vfuB//l/OvOa937L1RHXDVk7HwHcfP7AuV9rQaDZjqiFm1eEOw8Dp2Hh9u9FaJUbP0+nINA68XWZiULufGDw//nLGWcs0Br47jaRcaF54u6qkibEG76wCG7sAfQweYxzzWvGudOQ1nTe2qSZ+26PdDsFtMLBlPlu29Dh6f5RyfkRKb9mVvteGyN/6wXLPrh4b3v/S6zdkQo+2HsKywv/0/1kwCB/eOT6+D5TSWJKe/qVknPOUsiKSEWv4MU98/uR4ee8x0l1ARUfYznmc0w3nrMM0ZYIfhglnPZtwVC6C1CcMAxjuyoZSC9Zf8FGoUrjOKjNByxynwBj8faLUWtMApCmD4jKcBqJSVFs5Rk8qjWoadvSE6MhzxrpIWp4x8ry14zppttNXRE9dRO2aNyLhlvrqgtq9xUHRzHv2svcg/vHH2CdKlffvC++eFXDYxNBa4ZISEgwHr83g1hrGaVAq3VN+G6srT2vBGq/StscnLEJbF9rlBu9ekFYIIapFTV+MITrm28Lr65nn5ydqLSxz5fmdssulCeM04MYB6yy366zaPXbXQgb45U9vhOgZJ0Vxz5eVMFXCcOjX1Egl0fqpbYNF+qkf4pZJCkFWahZsninNISHQgsUFwbiKdZWaVIlA1RgEEU+TtX9/y4kjL+5ERAXwDh+O/I//899zflMx+1RufHw/sqbITn/4lqVuzMCnLxnhzN/+8UhyC9ENnGRg6uP62tHrx8PA1zd1x4Ubh8PI+bJwXVacdQxRKUvakyyM0TNGz7xmTjLS2oztvdjTceTtMiMifP56Yxg8pRR+/9FxWzNfX909QGzl3F4e7WDELUFQxryu4y0z2l/7RGyD3XzbuOab9/uWU7r1m/6KQegRWbmlc94faa3x8+cbS6pMk+N8TTj33MWPNEP4+MEhodHilU+r55dfJp5eKuOg5odVqvKSXMD6zneyjnUxtGaYixBjo1bP9TqAhI4qbZht2mRgHA3jMOEJjLHpVCer6JV0+Q6DIRU1XJSwSR2oW2mMA6VkUtr6WJXr2wrRweAJh0BaTrjwHfSs5w6TbwJmm26pwuEdTwUgW12/1dLcS5wtl91cOnat33DPKL++OqZRXSO0RIvMPVhYImOwXYrTkLNOZDZfN+jys25zANmV+MwwYH75BfnakHcvfeKh3LsYAocpEqNO717enXgRLZWPhwkQ1hT5+dPCuq54b3l+d8JguN1mFavfpnEirF0jOw6BNWW+/LJyfBbiNN1Pe6pBag/MpmdDnZlvnUW6LVAQuL0mxdTUgVIjeIf1Cv7L84i3BXGaUdpmkFbwbYW18S6eeFsc11vj9z8c+f7dE9fLirWwLJ5/+OdyB/7ppLU+sMNbv8+eT5+FVK78F//1M14qR9vli53rAbUxTRO1wZfXMyGoy0kuRR1had0VBnV/9cobG6LndBh6IFBK0/mW7r+3HTDNCHileZhVUd8Ody+ntuwEeMhWtowFFAu0rbdNGQP2IMVDX0we9r5jp4Pspd/j721A2n/t9Zsa0ztMe4d0W2sJ4cj5svB2Lng/knPqG60LUNmGn4QvrWBjgeZ4ewukqdBqIPgnpnGltJXSKojh65dGTgHnGtMxg63U4nH2hIi9c6w27tfTKSEmk5IljhVvHYi9T41KKw8I7N7fAm7pihmPhBYwbMxgi48WRs/LNLHcMmkuFInU8nx/cI9gsZ3gt1kBPeAvpPVJ4A6h1wzK9lKsg0DR69tBZcqGl6YCYD/97BmGme/ee8XQGEuqjeoEZdRr6WWs+m9tsijbCbedWlUKRhx+E1K3FvPuHXTZlO003HpK65JZlpVDmrDOcimGdFv4cDwgLXN6OvL1TdnpzmhP4/Skze1adIzbmpCWjAsGsVnhEKtwO6/gDCFM+OFItpk8X2hZta3r2pBVaKYQj17RqU5xPS6ohg+SsS2BDeTlmeG4IFJZU+3o84m0gimdllEq59vC6yVyvQmvb58Jwer9Zh8t75n/Lma2TTutVVpLaxpUSJotK9xhyyIHRZsDx0PEuSddD84yHUaaqJdb7oBF523PbCpfzzNPx0FBld7R2TvMi/LJbkuiIVxaAiytGVLy92v/VmLj181p7s93KzP3hvT2PffR/X0695BNbWt2lwDZB1L75/6Vp2Ow8aAMtW5o0Z2AGcLewMt5YRyKunUipAbJWebrgvWeEG8st5HL24D1K8uysCwOFwwle1q1CI3D0xnjurVs076E9ldUKrbUjI+vGJtoVoihEZzFWyFltaFpokzr1iq5l0jWWHVstSo9UWsDp32bYRg5neDLl0K5rhgvxOdIueYeIK8Ix34ajL2xrGUl94nYo9jTtgLa9nj7othMAvTv7+Z0PXOyPaWlQxNUldCTr4FpXDkeddLorSNLZckGbw3qQrqfbNynJdL7Tf00E1WKlGoxT0/Y65l2fO7jY9vFz7SvdXqaOBxGYgy8vl0hrYib+PvPGV9urPmVnBMiOj2ra2aYBlpthBi6T1gljoqXMa7hB+2XrbeE80KJhecP3xN8wHnHPN902TXDcl6ZzzNrE2qqqgfuDaVnN4AOAlIGVmiq03ydK8kWlQKOgY/TExF4/eXGn36pCN1goVaFOfjhVxv20dpmn27ugxddm/Ot8PZ6IX58wgWHNaoYKa3hOm6rtcrBB8QYzmlheneglsaKwj7mNd0Dju3Z1PWW8M7ydl2YhkCMnjXle0BIfcpnjGHoQmjav1tprRLCdJ+WPR6aWzDZME96DtmHtbt9/ztwob++ZdDvk7Zdj2hrgm+cyb/k9RvKsV3UbIOnbxfzSOGvtWBM4g+/U8iytXBtmeJGpiMst1kRrYeGYcH7jqi9vUPWEeNviFTGSfVdDvFA6yhb2gHE3Plklsw4FXJVysUYA5NXZb68ZiRIL10C1lhKLfeReBOhomjcWippTVhruV7OgDAOjlo9y5rVjtkbrAg+/wJ8ooil8QM+PsPW7OsTGJXdKP329ofFboa4kVwtVqc2oqWcarS4+2RrO5zuP9MXwus5YiwcJ5UpWWtDyAQMUwyUOjPfCuMwUR9HsD1T3u7ftkDtMFGlQRPWZdUFCeRU7mXlJtnx/t0T5ZfCh6cDv3OO/9f/+5O+aRWc2QBs24QOSlHh+zUVbDRUSbSsQdE6w+ldpORGS4UlzTijIvi+C6c564hjIBwcyy0plMOouFttDesdqmUL0hrWXsi3I+EpMg6GlA24xpN1vNgBbyLm4Hg1M9yxNO6+KfX696nuvsHsw8bd7p82vGsTPn268eHZcc4wRA16xnlKWnQA0yeh4ixxGkhL7hmqEkKnIdxJq9ujvs6JaQiICNc5EYKWaK+XhZyLTkw7J3HNFZowBOE4WT69bmtmHzTsjeU907sbCvTMeytBtwxpY+fv5Rj3+7KvodaJq8qf2+yCHvGC/9LrN2ZCG3tYT+ldErID5GphiJW/+WHEj5bZqKPm+bowl4wdgroc9K5ZbZlS1LUgjl9oOLxX255yzZgxcJUrT4cTuRRsuFDSGZH3OD/1MbYnBg1SHkvLmqZ777leZ7WpKZVxHLleb3jREqVJYzocSEPAJrDq8Mey9H7RplntRJ06z9qfkP4QXWs080pxx+32gLN9I1iacQoYZHtoOtH64//zv+fv/rv/B2I9/+F//3/g5//qf8sGfdgmiU104rSlSvqPHX09zzDfLD/8kBmG0oXfNAtMObPMK2BZ1xljHd7rQtZTr+rpKRYnG7G2N8MfwKYpaVAWIgh3mc81rQS/C8MNJNZWWEvAOMdYVpwzFAHihDeNt1mZ635c9P0Hj0OF6Y2p/z/a/qXHtizL94R+Y77WWvthZue4e3hk3rxZcFVc8RJIJYGqWjxaiBZC9IAPwCcoVYM+Dbq06SCaqCRUEhK69G4LekjVK27dm5mRER7u55jZ3ns95pPGmGtvO5klKgL5NSnCI46fY8f23muOOcZ//B9YD/mWsWHjcNz9krrHjteudTpOjwe/No2MdpY8OFqpSG0aBmAsrc7Ml0I4WsbgkCgM3hIvG//m54VlLbQ2fvt0t97Nsnc7sIOtumXcN607C7niXOavfhTmpfH03LjMN16OB0pKLDnRxOIM2O6F1JrQejJF3BIp941W74BSTrxfteuZRq/WHVSmMagNitGQBmgcpsA1RYUh2y4CF86HxrplYrRYm3Au3Dd639aEB+dnB58fm7I9KmgvuO3Drz2AbHhYxO4dltaFRxTYn/L1Z5IVH23bg2vwbXW1zjIOwiyVxcDNCu+mwlbYVe33dX+DmKI+zOOAMZYxHFi3jVgXSioUU7gss+InLenolQwpNUQWcto4HAwSBsZhoOVVu5ouShTRNIrbemOcBp6Ggbf3rwp6tgWRQJVK3jRzbJ3j3RWxdozFWkO1aqJBA4LTe8E8d7+iesd2Pn7SWoAUfZKS+R//7/+3/LN/+S/UwRD47/7H/yf+0//J/5x/+b/5D7uso2ex9W5FuhPAHgG9dy4KMAvvF+GT9RwHw+gGJuswAkMYFSNImY+8D32o9CGLt0Kj0LJ2bCUmbFTbV2uElDK5Vuyy8vR0JpfCvGyUUpnnjRA8728XhklIl0IwmVg97zUQalWXhBRxxjAOgjjDVgJ5ngkHUZb6WTegrUGRyOWXK1UaIXiGLunIknSssZbD6UDOusqPq25VW1JKhzsFYox6aJrB14pJlufR8vwUWN4T/+qnSK1D73zMN4floy7yI9Z3B/Pb4+DtLPppqvzwwzPVNZZ6xXgF/wfzKOqIodaMdV4bNtERGm+ItVGbcJ03BO7r99sS77AHgHf6fa0xjINjjZbcCoVyx3VKy2w0QrMY0/juRVi2SC6WnTv0Uf70EUz+hwVEi8ej0Xi89gfcoO9D4wFGP2rArl/b36//sq8/M4v+Ye+6/6V7/tKDpdlo/Qa3GLCO6XQkzyuVbmiwV7S9GH2YsTV3S/DHkbZt9xt8V7OLt1iZafmKeMhZWG7C+fmoq33nsdaqM19rrJcN69UUP6VI9sLTy5EtbsS1UlNBspBTpjWL9677IKvRfdsUMAyT55JV+e1GSzOeumkCwsc2WvEWLUa7qr3Uwn/j//5/5b/6L/+FfkgfyGP/zf/b/4Xf/Xv/Pv/q3/8fsq9Vd0+W1rrdyL31bfd/Bp/44fsKTc3xrQhG1B875YhYi627sX25P4jWauqnKY0yr9jlRlmEZoXkAyZt2Lix5Eq0npQSKUaOpxO1FvUSAm63ldf3LxRJ+MHjAbMl2lYpRjhPBfHqV22qElpXEbZtJAwaTlhTx3dKNxSTSlqTYl2D061S3wyZTn8Io2fdCiV1w/4k5BSpKVMN0BrNCqZmwgpLbJSb4frWgOl+yPbbvJRvCXgfN5g6mj3OwP75gh60263x9z/N/MVfnrDe0STfpRo55/vKGoSSN8ygAmnjHMfnA4XGdov4xfL+NvM0eJ6C5+06a2dv9RxtWQ3PnM20rbLkxLxtVKm9UxbEN/KauCRwxnI8GY4Hddv0zvJ+C+RiP3RFD1B5f126BXxMOrsw91uSrdzfu493rgh3XPNjasef8vX/h9H9t5TtvUjQ6d3LIvzN3xV++MFyPlmsc8RhYhtGrutMEE0OBdWEJRplzSQRrLPEnO6YulijBvO1Qm6QK9ZbJUgHixd0DWqFdV6ZLIDaJNTWqHsm05L6nG65Xmemo6MWwZQAmz50ORes09ypdY1906GvsSRd05rWkIZufEygNaUhyH/BFqDVQpWdLS788//Hf/JgeH34qsbwX/sX/wn/+X/wP2LX8nwMFNg3FaXKvevSh8HhjOBsL4AfOjBNzUja5VUl8pWdG9IaPgQdnU4HyjQpLaAU1vcLIQTM+Qk337i+XpRMmDIpRWrRvHgfvFq2msb1fQEa3mtEjTeKI7XiGY8Tu62stxZc5dochYFwKKR1xXtPpOEmIW8NcYpF5XQlDIGSC9bvt7luxYwtWF+R3FT2kQslVYwziDF4Zzl4GLJQU+bt6wKc7oDs3tl4bylFge2Po9jDsOwRALh3Aw+PnUophr/5uwvf/XDG28CaMnkUEuCsQ6TSOgWjtoakhPihc8n08p2OA+440owhNw1ksKPHJB0xnTUcVJbIcRx4vc3MSR0HpON8ym0TqqtkNmQzxBo5+5HpYHECW1rIs+usas1v+2hI/8B1H6t4Yx5YsLWPs/6gkHwbALAXp4/uk3/K159h7/qPQa0HUYlvquP7NXM+Wb47WMTCwRm+Nsd5OmGtZRomUlFbjc1aYrwR3xfacUAGlWUAdwzGe4s3hbYAfQUagqeVonR2a/GhW3sU/fm8daylQVWD87psNGc5nrvHB6r+jjEzTgPLsnK7LHcgrpbKMHrq4Nm2jZqaIict9cgd2SnGvQg9NihG1NR8F7HWVgnXd+U0/YMvUyvhdnlsXLoZGqIPgB6cHZN4fLC5aJaYsTDHSKmaVZVLxVlLMZBiJ5g1lSvoOFdoFRyeSutEwIYtiZchkEPoN5rHe6dR07WwzAbv1VY1bpGSyz3vvuQE/YCnpF7S25rZAyVTLizXSBXB5MZ8dRRGjqPl7S2RE2DU1Mwa0deWHSyOMVS8FFxQIqURQ5OCGyshaq58LVUB7dzAN/KSWVNDrGdwu4bxW1tUtUx5AKgfQdzcmcd3Dljbx5QHWW+/JIZgcS2yXm/c8kaVwuhGDmGkmUaRis2NYipHMyClgjUEFwhBfaabMYjXz/q6bogIL8cJ24R1i2xk5nVj7uC+XkrqBiBGi0U2FTdZ0lao3SngklcGNzKK4+mkmrl5mb5ZMu3P1GP1vhsW1nth+Zht/7FL37ulh33It6Pbr44J6dc/1pV89J3dUXgRx0+/JKypnF8CQiVYw64rA/29uRS8dZQhYJaIxAK24L2CcqfjxJY2rBGOg6WZCAI1N5zTtpsQSFuizIXiNQq6oTfRd999R44zNa9c31bSttKawbaBKYxoxre23ePkGQZPKYX5pomsMRb28Dc/WNJWaVXxgGIOfBQCfpypS0kf2le9sX733/nv8fy7v8HU8s07Wo3hd//tf+9+CIQHKEp7rFPvF0vnDYXQsG73HFZz/VvJHCw0DDQ1zxqHkShyn86HEBTkB2oWWi20+QqpUkNgzysHOB6PTIdJc+Vtl2Y0ldHEGKko2B6GgZwLcd5Fn2pA9/56U/X+2PBH4fa2EYxBbGFNhnXOhFCxpuvmnHJ0WqkMdgNRTKsaSLWRowpyRQTrDc9/ORJvmfUSSYv+LN38m1IqS62kZLBG8TERxy5ZeBy+nRe0L1d2rtiOFT0wo4f/0Y6PGL7/7oAJHiOegxRKzbzOv7DVA94NtFbxLgBwlYKUysFOeOt4Oh75ernw9ad3LW5jIW8RYyx/uLxxsAMlFQhQqLxvM/lWsQGM2m4iQEnQzSoxXmhqQ040unV8k4EDV9ZkERnv528fy3aJx0ceINRveEAfZR8fuUEfKQta3PaVv/Cn6sf+dJUZjx9i5wJ87IQeIk1t93L2/M3fJ375Y8RiOBpzXyfmnNk9VVpr+DHgDgOVplYLTVmxaVmxiBplORVC7tU/bVlxgVIZpkCrlW3WmyVnVU63VrC+cTyeOB7P1AxSAoPX2yB1c6v5NpOiBjR67wjBYazRDUYqSPfiMf3WzLlQ0/s32Biyr3sr1l2BN0peKekdEfh//8/+l6RxpH4wNqvGsj698J/+T/8X3BmwVbEOgbsO7T6HC3ecKSbP1zfhut1Y4tJZ2pVaeshd1xpBw3mPd65vu/omhIp1BjEOOT7jv/sOO/TRrC8KEB2NjBhcqUhMzPNyN5kz1RHsSIfrcF7dMfcftuSHYX1JlengCAF8K5zsjckXjgfL6aQr8uNkCMEwHfdROCNkYE/XVZDfOofxBhwcPg08/9WRcBKsaVhbaTVRTKMYtREptZDzel+ifEwS3rdiD1uLRydAf692PO2xtu8UA2PZohYEZz1GHIMfeDq9YI2+34ga65Waua5vpLxRar3bzRojrOvK2/s7r1+vrGtkXTdSzFy2hcuykk3EeDChKtmzwjAZTb09KJXBIN3tEsRCLSrQ3ZzQ/MpaV/wQCeGNbbuQ80bOKx9dE5Vuo9Yv+38eCynbG45yf18+btgev0bvnv70kezPTGD9GHNS794jH7cHe1vmnCPngd//ceXTSyJNQq6ZmvTD1iWTY/ThLtm43a7Eomps5x0bGdfgbAPSItYrIWu5ama3GLlfYseno25HckW677Q07bTSVgihM7lFaNWC0a5jGKcOphVK0QMrRhgGddNbbsrnqK3hvCE2VeYXHPZ+ayiB8v4+tYblF2XoYiliefv+E//x/+7/wH////x/5K//n/8SRPj//Af/A/5f/+v/FcvzC1J1jHrcvnRLj3L3QjLGdcpjgyZcL4baEoeDkPJCssLgHobsKUUathd9+hgbqFX5OoJAE1pJFDRSe5dHbOt2HzNLKcytKZbQKsuyMo4jzjsmP+GC4TK/6uUkkLZMXLWL9MERBsvltmCdEBd1MBSkJ6RqHHeZM3Mq+MHiRsEMewIFpGum+UrZRk7nAFY1ZrXpvz+NZ/xfBOZ5prRMvlXKqsRGIxbvSpfjzIRwvHdDpcfr7M9zKQ9C3wPAVh7PP7ZRVQ7c23vWju48kspKyhveD/cRRgF1zdbbT2guqrZ31oHJHF4M2y+Nbc4YJ2AablQXgS1nRhl0OypQKKStkLaK88LkPX40pNLIN13GtCyIVcO/SsC7C6lUpBWCzwwjDKHSquc2R7wfvhk/HwX3AVjvgtTHFvFRdPYJaLf42Iv4R/jgVylCD6/ZfujMhwN4p2o/BHOaQ+VoTQ3WJYOlEksmONe7C6WZG1GdUjlMtHUll6yGXEVvd4pXmnsn+8lZZ/MYE7U08pY4vwyMdqC0wiCBdb1hsjCenxGxFAHJI8uSkONGspmcEvN14eXzE4hQ1sjl/cYwBqwzPL9MzNfIukUu80oVwBpsMEheSSVire+j0mOr0trE9DKof89cIPxMWSq3vw78i//wP6KZz4hkGjfc8AWzXWmcu9mUjnNhWCgpYdavNCM0jrThR3Rp/w4CpyOkPHF9Nxw/6aGsTdf365qJMTJ0J8MYe/57B5ZrLTSptGJ6zlZF2g7Mqr+St4U2DNS2sm2aDnp+OlFLZds2gvd47zGh8nk605qSUWNwWJdY18S2rTSrI2S87UmujpILzhtKKsTUnRbqLmq2iCRSzMikMT8twpoW5qvl+QfNxZEGuRaV3ljh+eWZlCP27LhdZ3JJtHcoc2UcE+sqpLRgjMc532/3x439IOk9VtEfV/cfeXL7AQxeMaItZbaWO2+naYcpghGHVG25DqPKNppoJ7TlSCoRXOHp+8DrTx13CZBW/f7eW9Jadeu5NVLsmCGGnHpBqo0tFsTRvbXV9qPKAWsjLRZMVZxyyxE/JYZhJM2a2fYxLWQfPz/axOr5f+Bp+oy3by9M8+AWPXYkvzpjev+mD2Hm43Z4mH7vI8k+Q1qjt84QwKaIk4z3IE3byLZzHZqukp1zOAfeG/zBIFLwewxxZxMr+U5ZrHFL5DUz95u2rJXD9w6nOT6krB7T27IyHSfqVcWZIsL56YmS9cHzzuNPvt+IhRQzM43pOIBrzGtkjZmSMlIN1RlaXcC6+2vVNhSmSXkeNljSJSItYayBXJA204ZPuOGdw1RZLgaT/0A0AbFTv6WF03lBJHP9SS0yRAK1aPy0D++YttAkcDwHKCOXZQAxDGMD2xhCYJ4Xcp4JQS1CU9Jxym26GhdjteDLnqPe7kB7a4LYkRpXjc4pmWYM2xpV2tEPZCwrrjkG79nmxPc/vvDzH15JtjCNXvVcKWqRNk3dE1pVs37X1emt3cdM46Rv4XY6SKGZqqJWWWm1cvky4bzFeoMfCylWfDDkmjQLThovn57JNeHOjmk2fPn6zm8+Tfz0JXOb1w72P9wG9oO2H8JS2jc+UB+3R/shbTXxFz94Chtv8yvRFryoaFVEM/JsH79TiZCEMUxMbuhR3/vY7Ehxww+GOHfvo74aH09asHNSqUuMDet3PMdymzOPgap3cqKWOk08YVqpyRA3xauMaDy2iRFh7/YqRiqlDv0idIi43i1+m0Ff62NEfTQjDwX9Qz/2p3/92WTF/baHj1sDeBC5AB6t7MuTw3ohtkwIjWANkFm3jVL1YT+EgcFZ5DAQs8b/NFkZff8Qq+CNp1QlqmHV5rW1Rjs0LuZKE7UwzWmDknh61qQMqXobPT2dyLkwBO1yBEGMMqv1xhK2uHU8WFej1gpff7noB9u3MABUMK0Q8u97iN4ZvQUyIgXjXyk5kTc1jW+3FaxR5rVcYftbSlopMnI4eDYRJH8I9Kv6YFYq7mmAW6KuMyX9gSpgxwFZZ7arkjJfDoWDE2o0/PQLDBP85ikwTZMCyH288D4QU6YkWK8zeWgM09hxi0orquIXs3NGMsuqEoFcst7oKLitchjDMPTcLxGePx0otfL5+2fM1yvvbzfOT0fmq2HZVuyQac2Qk8odDuce+3zN5PToOtwAfjTMMevRcv0mLoaWM3W7kFbY6gDjmVoS08nw48vIyam634sj1ci2ZUoxbHEgOOHT2XC9pQ5APxYle0SN+YYGATsp99Hl7uNK5bvPjeFg+Xp9I02FOS/YCiVGDTv8gCE9NnJJ+VZOtZb3EIdYWa+FHAu12m4c11RILRo06afuD2Ug96lA/SUtjQpOcSorQmxPWBZEKm6w1NDFwKI8vlIr1iwczxOfTo4hOH7+Gmm18nZJiBz78yyA78/lw6pj5wxxl3I8In72YvSrb8c+AnL76hjqh9WcmmDvoJRqyBrTqD2eNYZS091X2fTbet1WxAnGBHyDIXjo4YRGlGTojOt12EDXpzjrdvYYL5+eKEWjg0+HgZpm3r5emY4TjkY1urJUr2FtZncsIKZ0x7AAlmVhXSIpZs5Pk/oZo7O9a6oST61BUvvSmheaO2HshZfPmpeWctLb3Rqc91B01CjoNor6DpMnbZFUoUqgNsGyP7CWWhxhaKys2IOFGDHljWItNgxgPSY3TKtIybrtOwiDROZl48t74/vnU9+G6aGjGkY/sOaVmhtv24Vza4QQmA4TKSaabVB1pq8lKVmx26N6YyFFnDSq9QzLwpIcxh15f71yOk8a5xPT3dzsdln68GCoxekzUBVjS7HhPByevToxpkTa+vtKZbCW1CCvGWmK4dX6oVCWlRYjwwjp6nivnmHcsDVgJ+H9zfA3f5d7J+b5+qahk86NuI6d7c+0bnftvSDtGrLW6r0j+oiDeG/54YcRxsI6z1yXjSb6nAfrEYSSK+dx6kuGTPAjpWQuy5X3+s7T8QXtBAvDwXF9i73NQH+2CutVDe5LabS5kk2jrnrAzdidPGOXB1VDbkJDfaicydS9k9u3V60gzhCrp4mnicXnGzON4WxxzZKyo9bIP/nR8HZpvN+06/qoKft2e1j5Nmro2/fzVytCD1f9B7EJHubZH7Ul+wcJjffLxvnksYPh6E4UWynknpYZaLTe4egq04huzmKt1BqJdSNI0G0DttumPoqioTAOFiOW2GdYOygnxltHzdILUOjGXwq0WqcSB7N7AqOF6HQ84azlerkRt0zcEsG7bi5vFFvaH04BKa+kVqipcP165NMPhlw1odUC3lmwYMjErJhHrY0mUH3rpvcRa25AuL+2lAzno+fzywu3bVHuzNeZVhpxNpyPun4d8fhmmC8r56eJw0njj2OceXsrDGO424i0DPSiI8awriu3643FrLSSdQM2BGQctVhbXdmnnPpoYZiAmCuX9cJsLDZb2nWlxsRrKhxOI9ZCzg3pkTBh9JxfJprN/PLHd7CVtBa2W2K7JcQK8akgpu0NNSlC3vQystVoAklTSUajYSfBWaFlFcJKzWyXC3/7R886W8LgyNnTmsPa3RRvDy54RG9/fIYfo1e7j/4PYuKuwypAIsaBpRlynFlIOsZW0VV6irimtiOtrLycDrrMqBkRGLzXzqHG7rdk0bjdDoLvXWFnDzjX04nT3gSo31KLOhu5CUqEnAcyRygb1t8QaVAFO1qGFyhzg9WS8LTgsGnFijAnDdQM1mI3w/PTyOiF0zEwBKh1Zl7Vv905XfHvXkH7ed+Jj/d0GfmooviVipAWFp0Jd2uIB3Gx3tebH28LkcRvvvOIh7lGriyMVl+EAKUVJn9gzYvqqxByTews4yaNXBKpJrz1eAl4cQzO4qTQjEagiGiBDHYn9llOxydqgTUVYklkMr4GnHE9zlj1XtaaHkinhSgEXU3HLfP+fr3LOGptOCXpYESIO+29FYb2hh09aSvcbgOHw4iUButKODi2NQEOsfp9ijXE3KhrU9KjWER8FznqQaxVNEvMOg7DRCuGt/dVleq5QjRIG2BujJNFnGFdE95rXljD9G2gKqVN8+oyKGD6py7TxLauUAvrz7/QnMfFwGQtJSvpcJ/5W2vEkqk2MI0DYS4UoKbEQRznT0duV43YeXo6krOadZVcCB3oN6Hx/MPI5XVmmPT9Wm+aYBm9rvRzB153R0hjqkZ8t4Y4oz8Tlhp1hGm1YayjSsGjhmZqRTJ84LPtz+5H/+XH2PXohhqtmTv37Y4R1YVpqKyx4tyKCxEjA5f6rKty45Gil+c6b9hB6R+jc9SYWNZZQwE65qagegMxd4B9ODj2/U5tSp8wfYOH6Fi2X5ZbLSAVBmB9dB0xDTj3irUFTAOvIHueyx2vtUPrUqULrTRwlmaFJpXsgKD8suwir0tmcoHvXgznDP/673oKCo9GYPewbk2LT865F/2PKTO/YhH6GOD3MXtp14t8e8NArZbbCu7YmNvGVjfSLfF0eiK1hNRCk9a7mI0qjcGMxLrp+CNqBZqN3jSlZWzNWD/grK72S0uUVDS2WQzTOGGNp+Iw1uOGxJpWrrcrp+OZoz3omIeuNQ99RNs5T8YKrjmeXs40Gpe3awdsdfXvqtED0Y2oijE4EQ7jQA4Bble8n/iLH35gHWaWedUHy3V1MwWxDmerbn0a1PYdYo4dWOwpCnFEyPdDMw6O77974nZbFRS1J9zJs103tjVzOI5UYJ5T3056hnG4/3lqHylHp9wf23DrQhGoYphR0aothWws3nvWTQHc4AKlqqA155WhBZ6dx3jhZg3DGJiOA77zq0rfKhlr73wuRHj7+UbMkbg2tmVjp0yJCNusspn7YfGGluHw7FhXQ16T4iOuQWm4syCroW7QbMU3p7d5AMis67e+OR91j9Z+2EvEQwAA5GVJREFUBFV3vtvHS3Xf9BZqWTkeGudT5SkkiqlsG9hSoGZSTYrD9EvUBm1fRNSKPJfK+y8b58+e5VLxo2EcVW7ibVBO0FYIg8WPhu2mixMfLHayLG+VktAOqYoGOKKEXSndXXQWTFDHBytq/VKl240UNGq66AUtHhyFmtAtSkWB/wpl1ef6Zjcmb6Bqp+nEESNKKhWoVfl1wTtq6wTTtgPWyu7XX/vVeUK7IO3x4e4U739M5NqB7EKtBuuVxGV6JLETx+QmPcRNW9TRjQhCavEBOtMILmCq3sZWhGCgUkhFC5W3A94CXols9BmVJiQKGGHoKRIIpJY1mK9EbrMjBeHl4O8PKf1WKaUyTiM5ZW63hZLrh3+X7yb2zhiGyXIaHMY1rl9A1sJ6vSJNQVsThNUUiqnkBC4IFqf0gnhiXY9IV83vUo+Y4LYmTgcFGl0whKdRA/JuG0+Hgh8NvyTPl9lxWyPTJNRcFINzOnLukcsklTZIzWpjW4UmBlsLuSTqONJiouTEly8/czyelXdT1FjfOY9FSCWplWvw/HAOfPfbTwyjsK2RVmG+LSCarb6uiZIy86xBhsY1ShTSWu5Gc/dnpvVNFbBji260WCe8fD/Qvghr7s6MDi2qAR1dcoPeHOQEKe62qPuG65EY8bgod2zzwW3Zn+W9EJUSOZ+Ef/7vfse2znzJF1ZXkLHS5sb17Z3gAuIr3o4446CJRjRRwQhu8tSaCW5gtTM5VqJtmCLYQQXTu4cSTcmepWhYQbYCzpG2rATEJpQ2UtlobqJWS7WaZEMVgt+wrlG2D86fEcQKxgtlaUgTjBXM0Cixj7/FaJHboA4VrKYdC8JcN1zT2O8fv3fUmhkGdWM4HzXf7Xc/aSl5vM+7F9GvjAl9LEYfLQF2MtuD7q0frs6xhZcnj8MQ8KokkMZkDbUaCo3ULGte9IcxjtIK3gS9VYyjokDkdbv0VjYwlIo3hhBO979z5xtp9rtuAAyG0hTzGULAWqegZv+AzqfG2y0z5obbhXpG2/FpVAzEdaZxykk5OrUyEXh7V0oAgG+W82liWxJh8ExToOTKMi+4brBfc6Wuhdog1kSrhpxfqOXpjj/cD0o3MStZ42s+HY4cnUNyxRrPPCcu7wuHUjkHR3WwZmEplpfTyHK9cbsuDENgGkeqccRSFIMQGHNCrEGOIyJH8rISL1e2uGFbpZXKPM8EYxiK8LU7NDrjaK2SS2IpkI4nzoPmm13e1XqlAWmNYJXRm6IWfxWiwnT0d+DZBcNy0bVxqYVWwAfdDBmxGCtsS8EF4fnTgEQhLYXqKjWCcYZmDCmr4NMZiLkRk8GY2sHUBuwUj4/PrmEPb3j8//YBx9BL6XbLrGthej5h5lsXBgvji2G5LMxLxtWROWmHMhwcYzCkEgnGcXCOt9fE++uihSAXWrMgOnKWojHb3g763NKY3xrrmglWaNbTrPoqiTtitxsmWWqZcSJU47HkvglulNi7pApIo2zQqLjJIAYKjrYpqbQZNK04V1oW1e+JQ1qjFS1ExuhZGr3jYAzDqAuhVpsqGWxjDJFlg48ZbTuu9qsWIf2A9MP51ofkIenfyU16w0Frjn/zu8Y/++vGWQZ9wUS8NWAaqSTtStBV41Y2vHHklggSEAq5ZSyW0Y+kmigNslh8e7TNIkLKGncDkKpVOw20fXxwHXQrQ88IW+NGCEpwbLTd0hnTHjPvMAx8/5vPbMvMtkWu15W0JZxRbpFz2hIvt8jhGDqWUqHlnh21kWIhNn1QSgUJQt4mmnnpBQht5tu+deg8EwmcxkCwBm+M3pzBkvORZY6kqJ5AYfAE03Sr53v2vLeknJULsoETo2S2ZeW6ZIz3jNuKPZ4YogYS1tB//lqoJeHFU73FFmX57tvKXDK1NH7547uOaZ3eX3vGvNGZAOct46Q+1lqQIilXTLPkovHM2r4Xjs99LK5QS8N55UvNt8Lra6VaumAWTDXENFI2R0sZKY1SI7EaWrPUOpOzxZiBYZi6vo6OnTyKjarDH4ZlSkZUmsV3L4XXy4pQSXHBpaZbz1Sxg2VrG2Yy5KgCXOeANrHMGks1TiOT94zWEn4bWG6RLWqX2Jo6MTTfV9s504puuoaDZb4WnHji1mBU/DKuA8fjArYiwVCzo8ZCrRsNMJOOWzUqrthqoy4Ng4PaaBtgLcYr+N1qQ3YZo0ON4ZpArfiT0wuzgHN68WaJ3GphXiJPfuyJLpla4a//0rNuja8X4XqzXQBc+VO1Y39m7tijXd0TLPdu6EFW7CrfDgium/Cf/esb/85fjRxfPGYYSFWNzGrLiFTOPjCr2xapJPUmlkquhWYMUbSj2bO7BEsF1pxxIn20DWpxyePG68s8Ssmkkglex6zBqwePEQXQqml3OYQzw152sT0HzFiHH0YFEY3j559edWW6JuTwWPu3UhhGp1u1mFmXuL95kBs1VyxQqqXKcx9JPm5o9tggbZOX1dKaHn7pFdKImsjXKry/qUD0YbvQWKLw+fjEbb5hrWEaR8q6sa4b2zIzGqE6j/OBW8rk13cdL4EiBqkF2yDTWFKk2Mdo3NACaYwllYyJhp//eGUYLIezjtc5dgeEVCh91b2t6T5mxTXdf+blFvvnpR3R4cl3cLMS10KYPNjAHBXbq9WBOIpkKBnHhlCpoja3zljEVcZDJW2B1iK1Bj4yd3eJ0S6w3ImHAK0VSpn59GTwLjMMkeAdW1mI6w3xDZM6jtIPugDUXoh8ww9CXDZKOVN9wJ+F4Aqnl8BUDG9fFuKc1TKGDWN1dL29zYhYlbKAOnMihLRQSsO3CKultYLxFm+hBSFHoYpAVShBwwasYmf7EsOi1BgJeBOVdS2CCULtHZwxwnB0CI3B66pfpFCyMrCN15G5FV0yTUFtYoxRgfDpYJnXxHs1fRRz/3a2Y/1E3UHcjxjQR9+VB3VbC9L1VvnXf3Pln49PbCUjIWNtwNsACFIKoRVEHGLVTjTntdsceGorxByVM2QdYCgItRlaVTtYkW5kVivecT/IreeLpZx1lStCKtwz0g6jciD2WTa2pJu6qrykffWovBIDEvnuhyfeXq+4HjtUimp2rNf8rGXR2KCctQMYp0DOlm3ZlHhXweRfqLlh7EnBRtltcrsVSC14l8klkWunBrTOlMXy6eUTYtR2IsWEs47f/vgjl1X4J7/9Db///U8sy4I3gVoXRIRTzLyJsJWN8+mECYFcCgnVmb1QSGLwDd5Eu7O15Ac9tS8djMid5VxLJcaCuanrorE6uhmDsquNjmXLGvXX9z9rHl49iG7E5vdMGBytqCXLck1EOSgze/OILdiiYl0XQKxu00zfpCZRcNsIuLbixLJsYOTUn9EdNN3HLqGUjVoFY5Q35Kzlr/+dzzSJ2O2VbUsMnyziNX4qHJRNX4vaCBM0hsiIUGOlpIJ1HsrKZQucDxYvllJXnPEMw8A8Zx3le+trrSXHpG4Qpanlq6mI8R3fqThraCVDg5SzkiGtYoVtMMRrRiMXNHK7M2iwztCkIn5AXMEY1A4ko11TBWmCLWArnaRrSDXfGwqqYKrFYTQ52ejn7pxhS4WUhS9vkberu2/qFKL5lTuh3cDoTllvj9v7H24XPhYg/TOF48Gr0revKFNWY7Od4k6P5WniccaR3UCuSv4b3UAxCmbSGpkE4pFWqQiteSyN69Ip8KVxGAxb2lRPVSvGOtacEIRlUQP6KRiC28efDlgCqRUlDpaCQ2dgEX1Aa7VaWEZV7itvqZBSZpkjHbvn+fnI6TzpZkIaW1FKQS4NsQZbr+TmwZ3uxbLVmbx+wYTPOG8Q94rIEXYiKAbv9L2vFZ7OT2qFayMkx2AP1JD540XfK+8Ct+vGMI4MQyO3zCE3lrcL75cLL8cDfpnZjMU2MDRCzTSjyj7g8Z7Xgm2VJ7EkGq+tsG4qcvXVMi8zMnrCAE5UAJxLIycViQYca3dNDMEiAdzYmC9Jb9jax+qtEMWzcUBqpBlLYFFrgB6dZKRRE0hSHFCpGhoHXQFnRFX0teJdYtvmfjAsxvgOGWToLPchNC2SOL57cRxHQ8LhLdhJyLKo9irrxWasEKzHIRRn2EpEjCEcDe1iiJfC4amxLStfXg/wVBm9x1nH588HwmgxljsV4fau3tvOq+XIMBisF2rOpJ2t3VCXTaOBC2qLq46K0+AwW3tsW3PFHXdRaUGqoVXBSqGVhp+MGvNtamM8BEvbGlJFOVtb74ASSDWIFY7DyNgcSQreKQ3kcluxxvH1lvnjl4bvHa7CHx+1pr9SEdq9QvbZWsPP9C8TeQB+H3VUtT9YzsJvvvNQG7YYUo2aGyVO2/xW2Rr9w8y0NtKpO+zzujM7D6mSyUo4NBZpwroa1lWxhe9frLoa1ofNiP55hxXHEiPGOp6OGs2y27J+fMOafuKKo/SCqlYbOjrssTimvweIGn3RGsPocd4ShsDttqjrnelpCA3IUBctVuIqrRVqvmJCwnCFckHizPh0wJPI1w3zKUCtNKPeRrV1RrkRpnHk5fTC7aK6qoO3tHqjOkOMuj692wAbCMcD8vZOihs/l8ST6A07AVkMxQhrZ4fHvCFNMYGdnnExRqOP6NpBdMsyGkPzCmqWzoE5HBzXy3Injh0OQbGgBiRYb6oJ00fm0bpnHxjMTM2bmtdbgw0W440yz2PVUYKq3WTnlVVTGSaLTdCqaDfREoPR9fm2BkrJnI8WYxdyyhhneToaSovkpONgjAeudeN2i4xParQvIgw0UgWaYbIeijqCGj9Qlsjh4AgvgV/mG2lNuBZJS+LijpijMAYPNM6nZ3KO/YxUzJNlmRO3t3h/LcZ0W44B9ZquDyhEjIEuVLXWEJwQPge2JTPfCt4ZJX4KpKo2sjYXXFCbWD/YLnGqWK9UNX92uGBZr1mXCA5MgLQ0yJYRJa4G7xiHwOfniafjwN/+YeaX10YIE3vgxV4HfvXIn51XcQd468MCc//fe/X7aFzWGlSEXJRMiO/tZy3Utvvw6rhRaVALc7lw8Ccmd6C0QqyR3cdkr4KtNUorUCy3ZeB8SDhT7tHStUHw/q73SrXhnLJVt6Y/f+nrevOBR+J6YUw1UZthItB4yAVACGHidNKxIqWEyRmhsSyJ21WD9978TQmZ3Z9lq4U6WTAVEaddlrlip99RU8RPBgts2VBzxEXDp++fGMXq6nyySEu0piPsvmIWFCf67vMzKWessbxfZt7flSC3K/MdFWcDwzTx/PKMfXvl9ynxhmJSN2O7HMKQSyR3+5Dc6QjGGCIqE2m0jqnpZ54RTMkMtVDvGecNFyzTMZBiIeeCcZbTNBBT5voeO1u8Lz1a7aN2Y0jXTiSF6ezxQbGzLVaM6z5Ltt1/vewYx7ZbmVRaLeTUQArOKhAcAqQsHI4BZ4S3m+71v94q1qkivojh9fqGPTqmJ/VfylldQE/TmWOrbEnH22rUL/w4TiylYYFWKy4IKTWwIKbhXCUWuKxR0zeMwXdjNTFCrhE/CvIu+CD4wXQsRsWqxjS2pacUO3t3hFTbGEst4IMwHhxbqtRiqOLJBXIeGYevlJiVLuO0Y7TeYJw2Ba0IZjJYi46JDeJSGUbH0VkQwxQ8x5fTPY1m2VJPIHYfJp7aJ6THhuxXLUK7Yv5bc+w9JmQHph+/R7VZAJXTwShrqipCZiVoTG7LtJZJmJ5Hrgc91cxWNKc7V92OKQkud39ei7eemDOXd9srcL1zWgyCdSO0THCBjE40l5sySZ2omjs4Zc0iD8HtngZiRKi2sbXEYAMOvQ2RbnXhg/rCGFXy17pjUEDrFhFFf2EIjro1WmwsTef0SsMdDbZsNAcHMUzeIX81cPuyMFjHQTQtxDhIWTst6aC/tb6blsGWN7z1BK/yhOeno3aMuWK7R3SMi36jUplEWF3A5MyhNmZpbHnrALj099igw66KHXdGeW2FSlOHRfFaaGms1lJL5ThpoCQI1/cV73VbZo0WzNp0IzUdRuqt0jBQCi23O47Q+og+THtuW2M8euzRc0sb5qDPn2lCW7Ug+iqINeQlYwy4QXurrRbCYAjFkubEcXTMGYzbcGd9PqU1am5MTwNlqVzyzJANWMhRLUeqq9R2YQgB5xzejBogWRSrrJPXEaeoor/WyjZrnE9tmS1qeosRCF7YYsZ5BZGdC5yfGiUJyyUpVyirPW7dOv1F1Lis9LSVvTPPubDeOkDdGrUIpVnyumsib+RZnR8QQ5aCdAP9IRjYlO9Wohrp5aRFNAyGz6czE47bErktGl0dnOX9urL+khmC5+evBmuHDvZ/yxX8U7/+5CK0y/r3lWbO9Y4D7X/nbhD+iA3Rmfsvf+PxTimkJkPxjbVlco66STMD3gTtbEA7HanklslNwbjJH2jFE3NkDLsLocMHg0hiK3QWcyFtGRsKhykgtZGrJZXEbTGcTgrqBR+QndPUaf9oOe2xMq2HJhZqW7FmpFaVeMgH+oMxhs+fPZfrlRAil8vayVQKzpbSSKkwDp5tjQTTsAZwFlGPfkyCgHAYAsfzyNkP/Pz7d7YlMYyBvBaNPPYaFR23hRQL47TzYBLWWA5hohTtLp1zquQvionlOWLiFT59QlolG4O1nlvb9HX0rVz7sIU0YrvwuDw2oU1HGy8WS6Vh70UrbZUUcv+zsG2ZOrh7Z6yZbK7zsDzDyZDqxjpvrJdOcrPQqoK9adUDuF4ywynDqFyX9Fowg8GGB2fFimAHwXlhuamvj1hDjYVkMhUDVtjChBtUe9aolFZpuSFe8AOMoyGumZgqg3MK/HapUsqJWrWzlMEQ7KDWIQhm1E5ynldKXkgxEgZHLBvzPCBiWDbL52d9L5xt0DK5JcX6fOD03Lh+XVkv3d7kg7HazoGzndAqRsmczglxLaRmMUELZ0kGZ1bsJJhBKKulRZVm1BtQKyYKxel0IE3/nnDwpBjJmxbH2+uKPx2Yglf3hVK55doTgQ3zkpgX7ZS0I5I7vqoM718ZE9o7nv0b76D0nsKxj2u7QdL+e0qx/O6nxI/fW6zJ+DaQM6y1siR194v1DedsP/RqtNSnX7UpkEIsG1/fDH5ozKUhdqU1i7EjVga8tbhhhBr5urwqbyjDmiMxQ0ke7/Rn03bYqgUse4SR3G/7HTDcRx1n1fe41Iw1QbGoDlTvhet0OnG7XhFZ9XXXHlftLNsSCcHhg0NyQYpoEd8KYg3jYehtduXty42cSheYJpYl4rwjeIsPKpUYp4m4ZZZlxVq1vjUdt4opk3Mlp8K6rH3UUb1as8JQCpuxxAapRxjtOi21gEBxnqaM2dyxtX1ktf1ANODYGlcEZzTcL5eC9Y6cMi+fT4ShsK0JP+hraw3WeevMcPVKdoNwPHtagZIb1oNGL2kxaf3mt85gEeJa8RjKtVJc6kbvyimSfkGMR0dcK8ua76B3ppv+E9UBQSISNAVXskEyzK+Rw5NjODjiqiGRzqlUojW5dyK1FqLROKrghrtA1hrL+eQIwbMuXxnGhm2gSla4LBOnQ8Ob0je12umlHElA3AouqImbFTWb82MnrpYP5mr3lAtLM2hxiY21aBioqas+D1W3kWItGQXvxRRKFe3MaTQjuEDv0rqIe/T47ChJmw3nNFTBN8c4OGq1PJ08KVWGUNSjaUl4f7zje3sU2K9ahB4coH3cUqTzH5pCKTt1B4QV0L7chGHIlNIIyeBfDJhKboUhDPgPzoTOeHD021dnzHkJunw0jWHIxJSI84a4gcEawOgs3PT2rs7TEGLWn2tZMzUZvv/OE5whGM1l9y70iGmlpVus8pGM4MRjWqS2AjJo1IzpueI8vKX3btBayzRNvMmFZU4YEaxXwp51hmXeNNN9GjDW8Pr1ivWeMDimacB7y9PLE9f3K/Ntw3vLNAUFtkW3HLfrQgiJEA4KnDu9CEY/4qzmlK9Luo/MzltiTNAazgeqC+TepWkuPfi+QfDGsOrwxUf/b4NQ+nJA3TkMY6tcaaxiGGth6fylYD1Pz2eC1xZ/GJpuUd67QFmMYnSlkEqmpYzdNzodoC5JnwV3dgydz1NLZb2q9amxgvOmc1Y01skNnXFeKzXr3y1G7UOadFmHgBkbfryxzGfGXCAn3ItgvcMldUVY56zxNrVfqAf1eTIdZmi14XpU0O7PbErCGk8pqbP6Cy/fd6lQazTjeX2NiKyU3EgUnAkgioNZYzHGcRw97WzY5sK6xU4/UWwIBOvBeaeSjlyRWqizXnalNnITJrfS0DRWUwy+6vZwo2AxlAFkFGoWnFN3xpIyYoX3XyKHQ8BUy2kcmJ4Dy5bu6SOXeWWNmhYr4gnBMk4DX97nDzVgd6rco6V/xSL0EPXtLOlH+sBe/T668O+brF1X9tPPKz81w6dPjX/2+ZmDscioosNbvSpeUAtFMrFEnKgPda2WaVCNmR/1Qx6HAWct81KpBryBWAs19dJrVfPlWtMPGcvxrGMFuD7K1XtHg7Hk0ijScGbvDNRDuNTMvCUO4UmZo6V1ABViVpBOyV4G5x3H84Fte1fHxiykmBlGzzj6zlUKDIPl6WliWRIpVQ7S5QqSOZwHamsssxqs7RuluGW18oyVa42EUaOLvFdxaSmVFCspZdo8Y8aB0PGL9PoLGUuzXombnVB4aI1nhJsLtJIZBJJ0FbfYPpY1rBgM8ENrfKVxAYIIx9bY0E6r0bRotMr5fMYa4fXtwvn5gPOWZYnkmHGDo5Q+8oqyo1PcwWVztybdbqqS7082xmmcjfUQBoMLkFPvZEQYJk0c6R+dwgL9mS1GV83U2tfcFbyq/GupSKjEWHFVu6aUFRdpVRNW/KCZeCLKXRJpmKBcOMXq0JTZbteRa1bZUpe7NFGwvMd9sW4VqjoptmxwwdEKpLkxuJG1zGrk5x1VcjfhU6B/W1SxToPSLLUIzVWKOEJLEPWyEFELkBZ1U+isFp6WBX8wasbXGmFSgmQtqt3bbEK6c6azwvNpZE/P8NGydJpFLdqRrZuOruDZ7Xz0I5MPteBXKkI7/fijv+5Drt+NuO6G93QG766K9hjz1DGFDRMLbjAMZmCtC4N9SCdKLUgdSS2zrEpEe3lqgCXXdrfFTMlSq2FLrUsH8r0Ieuc7p8Z3jlBj24RK0ZbUG6Q2Yq5ssRGCFtfj+HjjrBSsVfT/4ZXUt3LdElW/dHBT46nK8Xhgvi3EDXxQ9nRK3Wo26fZqnpU/U2slp0xKngk1H5NqOBxH3t9uhOxJotjb1sHvw3Gk0ViXldP5QPAeax3X66rpI69fkVqJ1mKKktyG6YiIpeVMXDNlmUmlMBnLF4HcKp7Gd7WxiKXJt/QIEW3XfxHlEtUuEL6IUMSq1KYmIobLdeb8NGJC4NPLEyJo5HNwrEvi8nZTsh/C3jjUtHdC2vX5QfVjJVXdcKEaJ+cV/M6xESbt9EruSaF0qYfTjazHkFYtLspC181STQ3vE9KKFs+tgqjQOafK5AymWfXcFgiDJd1gOHuG0RKmkbf3GWMa9M0iNLa4Mg3HOx2ktgqdk9QqHE+WcjMsm+PpYGltxdlduCqM7gnGwuVyxQVHKoXh2DDBkbdGTk07EvR9yhXMqkTSKoJFlwBadKAVQ2rawZSdxmB0m7TdKtYJYdJNnHUQl0arhrhVhoNew1tUwuLpOPL5+cjr+8zg1YXxYzz2pyfL3/1hozV/14s9LGF/xSL0UaKxa8jUt3hXQj9iP/YDuqcZPBzYMsuaWG4bFsc2JAWe4Z5KGUviYA9cZ493Cz4swIjBMlrHLd4oGUo15KwIv7eemCIxZ+4Jm3SjpWqZ58zpqAUoFX1ocxamkDhNFmO4d0V9EaH6NiCVlcEfemHtW7NW70GGKWU9AEaz5Idx4PnTE/NtZr1FfWiqrk1VeqGjW4wZ71UScbtuhCFwGge1qwCO50lvUXQD4rxacMy3lek4YsVQSmP0B+bLxnJbca2QmmAOR5wxtC9fuE0TXoTqoeRMLoWt43pL32bY1pgarFSO/dlZjWEQOOTCL0CisjW9FDzCTNP3yQitFZ6AIRfev1wRgXH0PH9SX6G4JS0qpd5FwmqSWcg9JHFn2rfWNDE2yaMAdV9nsY1hUo/kfYum6SDo1tUp+a5VwTiDnzrGZXT7hTSMhVoSpRmsqfjRax3x2tVvXws+gLfS8SiHtcKUBn48nyi+YQZhXufOl9OReN22jgWqrs5ZLbqn0xGsYRoajcrbVV/LOldqXDk9TzSENWoyig+e0/nEJxq39Y3cVkouxEUhgyaW1QTENExbdPPYlz5WKjIJJVbdAg+dQnNT2xgfHMOk/L3cDdF2eZX1moRCE2zTJcX7bWPdEsuWOIy74R6kvoCKufG3v4+8XQRrR3bCr73TNH5lYHr/AR5JrIaH6fXDo1f9pR/pjQ9Oi27Pns8G62EtOh8XU9j9aKuo1WUzG89PvgsSdYthjVpmDsPI6zaDBGznXKSSMMYwhnAnSe1KdG8th0PF+u5blCrNNoYAxuQOoH3IAquK/O9dXnBTB2I1YtfYAalWQVhrGIeRuyVF7xzGUTPqx2nk/fVyT5J1znE4jhirSaUhKPW+NfV8SatDQt9CGqPAn1OrzrglppeRkivbFjmfT1jryEmjmW9v70ynqZMfFYS1nz6R141aMvb9nWgN13nB3Nd7DwP3m3UMNCiq+RppbAjjNHAsibVqx3eqqlZ/r4VryUjNFISbMfimW5UYM85bfv+7rxhruF1Wbe+NIM6ovYq3GIGlNlqN95hh0A7SElirjrv0lXst3dwLw/yeCKN2ONZYUiyEScf72io1KrpVaTTTME6dGp01tBqwRtnz3ntS3tRVoKHrShq16DNtgOk54LMjZ/0MJz9wW286EpVC8EEFtln9vGuGy6tm2cWt8fn7JwyN08FrWm1eGQ4BimG5JI6HM4M/UKTdfbpKSeRUmJfcx6WGdYL3jZyyZuhJww62pxCr44DveFynPN5N0Vrv1Osqd8lIzQqEV1Tz5pxBNofHMnirXY935FqJqdyfma9vN1KuPB0nQBAzKEbXdt3mXhd+5XHsUYD24rKTF+39htsJS3vHtHdIj62Z5+3S+O4lYw7cVbwpehoN7xqj01W9aeYOkKrVQ+4rY4vzA8vWGMKAEUNMkes644wlYLCHkXt2lKj9a9w0kncaLU09AXWtnFUrZsXqdkyUFxMBaTsAzyMRwmQET94yKTemYcRYr6riksm5EILvEgPgWR+sZd4ouZJzz5zaGefG3FnbX3+5YYzw/HJWILlGUop47zkcRlprTOeJ43TCoiPnctvwIfD5ECghsDZIKfXNWecRbREjToWIPeJFP6Kitrm1KtdHoBnD2QqbOEwtuNORc/CUElmTdn5mXTkZT2orT8BmDKU1jghL37KoIr6xLCvH04i1wjJrLlxtDZIuALy3lGrudjDWGQ2htB7vPLfbpgdy03EsL0qos7YXnsHhvCHHSonQmi4EtrWQl6LGXJs+v3bo4GkrGOcworyy4Aa2ZcMfPNVW5c0U/ecWIzXBcBj5elvVEdJX0tY0jtobao1Yp8feOYMbPD5EUjKkLTPPM9Ypu/yHF0fKysyW4pnfEl+uV8YpMUyDcpNa4fx0xI0NXMKI5/qm3WRtjcmrqX0rcpdCCdCCqEcQAJmSLKaHBCi+uuv+tEAZY3HO4I+GmqDcBCMWabDFoj5WzigFIOkGrLSGJnE11i1RqiWXFWsGdFH1ODN/Yg368zChWsv9wd5HrEc20QOk3qvg3mLrD6QFLOdGKULZQIrBDYFsVkJwdwwplaRGWt0wHARrPKlkShacmbA23XVN3nt8tATnSSnh6q74buze2MZxX+UuW2VrBUZH6Jq01irO+DvonoraX9hWNa105z41/QDGQZMrVCirnivWWJrVvycMI62TNksphCGwrZtavTZlJJc+ZnmnILwP0sWwYKQxDIFSmwpUved4OPQHR0W+ccud0wT+5RNuW2nBsywbt/nGAXV+pDaKd+SSCa1SjAqAPXojhpaZxaoTpTUY5xitxQmctg336ZNeEjGzbSs5LmTj8dXjgOYNayr8LKK5bNYyHQLTIXB5WwiDvYObAt0XWq1a1YjdIk5HJu0eBJmEZVFOjnWOGDOn44H5toFYxsGRkjouEBrTc++sLplyA+v0+TJetVMlNkpSM7FWCsWpnUxJmfEcKMXSli6G7Z172hqHs7AsG8spIkdRx4WqYuicwB88anGa2SOlNc/MkUvFBl3B1yYMVrsUaw0pViyBEIQW1NZmmyPNN1yDw8FyOEz4wXC7XVnnzHrp6cUGHc2acuOM0+c6Fmh9c2ut6RwqvQzCaKm50arac9QsWLHkd6U2uMFiC9pRdQ+owxhwCMsa77Qba4TBe25zJebM52dPbTAv8Jh42n2E/lWL0L6G3sEmXdV/dFLbu59HO7ZnEO3yDv09wt/9VPgnfzkwGpUFYA3SLEWKej+31ttqJckVUV+hlBytCmtKgK6ZNRKoEXxgSxEfXJ9Lbe+SKq14Qih4px1Z8I5chHkrFA9D6FhE3wpVejSLgLNW9VBVV9dGHDtbsQGlQvD2PlKaDkB778gVQgjkXPpK3WHtyjJv9+Ict4jIwHQY2NaIc5YYYx9xlQMkxlBLIa2V0/FALY3L+42cC+M4EGNCgwIMrjQcDS/C2qCWzCC6OWp0jET0YaxG+SdgMNZxOB4IwWNa6/wYh30ydwqDGMH7wDxM1C7MjX4AYwlWJSxelKOTY+njQ3dr34moxqgUpOmqW7UF0PL+jBnWayFtG6CLA+c0Pme+Kq+pJB2ZgwvM28J6yxzOTnGgwZKvCcFRW0IS4BoyNNwolLVRZVDTr6KdQ3WRAf3f26a2Gy4Y3r9EfY8Plpw3xDaseNZ17f7YBT9kzqcTsalRm+3pv9aoNqs1LTw5F2w2ONvw1pNzot+hxJzIrVCDgsOg52IYHF4Czoy0tmK8yopKUYJmmAzGWlxoDAfHCZUpze8Z42CbtfBaJyolaY0aG6Y51VJucBh0DR+8I1NwzrLFzNv7wrompsEzBC0Tb+8Lh2ng5WnCOz1bl7nwfgHvH0C01oB/S9qxvfho/HO+V7p9HXcHuey3f7nmOe2xux5aZHLC6DxbM2rNiSW5RrLKnbhbcKI3Ti4Ni6FWLYSaTa6ygtrUe2gnTvrglQcjjbRZxVbGh9aqVo2g3pJaZsashvUgqvcRUUBSNF8qpu3eWmaptDISjCcj+KYCXGsMMSWctQSvYKcxphs/ta7nEIYxcL0sugUKXg2rerqpFvWigKjT4tdsYxjVREqKjl+6Lja0vLK9b8g49ocZ1tsNmxKjCLNou77VimuNY1VuT26qxi5NAdzSLM4rkzn4AHEFEwjed/6UaAqsbTjv4H3vFjThxFQtFENQL6aSMq9fb5yflM6vt5IhF7XIrVXpBOuasEYw1mJF7XHXZaPVej88SpMoatuRk0pIaIiMTEeHjY4YI3ErBBHENsKoZMPpqNYSW8xgUf/nXGmx4k3Adm/lyQXGwbDaRFx0y1q7GHO5FuTJqBWHM9jeBYWDUgYuXyKUmfPLgTWuxC3hfWMMB8ZJQxJojYLigMZETtMzn1/O1OKYRlhT5HV7Y4uRXC3zUjj4zDTqRXQ+H7HeMC9XXarErnMMos6dDQWinUUViDNIwQfh9prIUbdq6lRaWefM5C27tOsePGmE1/dZu2EjpFJhS3z/WTP7NDQUrvPGaRpwrvB2Szjn76D0wx73T68sf6Z2TP+CnHfzMCUs7njRY1T7FhuCXd6v7NZcPP/qbyP/5MfGdBCm6showkTxgvW2g9Q94C1rTnjua3wrhmZ6p0VjS2qOtSd27FVYs6PsHTDWzHt7LyjeOkotrGnnE+34Uw+kq1UfIrpFSE7c1muf7w23tXEedzvZRwuq6/qCc4ZhUBzrcl1QjZvhcJx4f73cCYWaG585Pem4FdcIyWCCZ/IH/GAwzbHGTMwZSYW8roxv71QjiHPUEFgvV+q6cKkNMZbRGFJrZLJmh4kWmXPOrEZvUUoBg7LV+81lpiPWKhE1byvBNvzp5c75enl55u31jQnHeptJosTBaVCC3jhO5LJxuySMF7Y14bzSFUqt984mxUwYVVluUM6Jbrn0M8hpf/p2Xoqm9CJCKhvxXS8HF3QEUm8cdVGIW8ZIwAawVQjOQoFUIWOwRi8rQcWmNUfiUrTTvlaGXYhZheVNN6DDQTstMLTaNAN+bSxzYjplLQCG+wU6+AlYESBJ6d2qZ3ABbweowm1dwGRCCMQUCbaR/chlvjAcAsdxRDvVEeNWBgcclcBpndXOvWfdDX4iuJExHIhJjezimkmxEUbP89OZ7aoctCoqrVljIqfKe14Yx6DFJ9f++atzwx5qeJwCKReWNd0noedT4PU905q7TzraCf1bcFbcV9/cD/kONu8z4IOo9Ehq3Ff3e3zu7mwnrJvj/ZpU3FlhtGr1UYqC00kaWbSLCDboBqlAzgms082G7be3q2wpMvhBfaGtY0sbKQq3m/D5M3i3v1Rtl2tn+YoIS1RLzxYEa4SUopIPraM0BzhSbRgbsG7g67Xx+23hNFmqE5ZW8OKUoeoCNI2zPk0D2vc3pnEkJu0enbecng5c37UjctZptG+u+HHk8/Mzy21DjDD4qeebQ0qLGrilxBIz+XgkHLujYcqUmrmkTGmia2gR3DDeo4jVhsQgLmCLpmEYA4M0ZFQb1rhtGgTZuzQ3BFy8qRK9J+tO06hFvhQOY+CyKjPYWAtJXRSfPp1VKNjqncpxfj6wrerjo6tl010PWr9UdBxpZJxz5FTuI27XGStx0UA4KP+lNY34aaWBFWyAtlakZ7XbwXA4esKoW7mFRL0m4upwg4Wqgtyy5s52bpTc2Ga91sIEdO9k5TvpDJViI66Flg3brfDHfGU4Go6ngdYqt+WGd4HBjzgbaK1yub1pca2aNdZaZasXqhSC0/V8SmCtxindorLEBYilUVpQTVzdsMb1FNd+yaSFa7vwcg56JiQgYtmOmbwpiN2K8PLpoAsYhKeXA9vrzDjAuiWExst54rZocq0RIQSv53PwfH4+8vPXWw8kUDLjNFqeTpnXdzUqvLs7iPmTu6E/qxPSr3aP/d0TKu+aFvm2Y/rHrouP7Zoxhtf3Ri6VZTU8P2W++95yqEJZMtYaXPC8xZU5ZVq1tO79XKoSzWz//w1dy6accMN436ilJDhXsb5Qm1MeUs59k6UmY946BRZr00PDY5tgjKXsivKmI+G8Cc4Yjs8bRgqNgDLECi6MlJTxXm93pHGcRlKOxFSoTXEqZxz5kAl2YtsWLAFpjWBHbPEscSPFpBlOxjJNY09Ercjtgg2B8XTQFXGuGq2TIhlDRag1cRJh2S+MVphqIXbT/ti3cq01jA807zidTry9vtFuM2ZwmPF7poNGFU8vZ/28mzKMc6mMMrBtER+eCcd2/xzWRRNYoTKMAzknXL81wxAYppGSVddWuz1qKVV9vUu/wOBRgHqSa2s9k6wvPFJUAmMIBut1C4XpG6pgCKMq4EtuasDfGqfnwDVpAEKrkbieERsIY4HSKFvquqyHVMIHrwB6VkKl6c+GNZYc4fl55FISaSmIFM7PBmMM25ZYtpnGoNhZTIQwIVJIJZJLusMYOqw1xhBwVsWlaVNwVVfs+7PYaEmFx9q3W7xzWJNph9pHf2Xl09TK5ocfPnM8zWwxcv2yIs0yjJ5S1I0hlYpHmAaVJD2dRn78/ol52fj6vgBCTGodMg6e33x35u2ysKwRax2XW+T9mhHpz/z9nP/p89ifhQn9Q/3YxxlQcZp2x36cc+xRunth2rlDe3FK2fB2UV7Rl9eM79ach5PFiZALHJxny4liNEVg92WerCWWQjUq9rOiREDXo2RysqyLxYe1G75rx1GqikPNvhpHOyJrnVqKrgXEM4Z256Boey388VVfz/mgrXWujcGrhEQzwvT7Dt7jffmGQ2WtMPb1+BQmWhU+nV74/R9+pmbtFOMa2WrsXBHF0t5e3/SmrxXiis2NdAjUUhmGARGIMeqGDE0ViRGSc4zO4Z1jaEVxEXSccs7fU0AEmA4TPnieX555F6E5p2JZEU6nUUmf6MHMRi1UlaQ6sCzrPY1zOky0NqgZVlmRTbsjPwxawGolWIvveWjqBNhou4G9E9iEksE4LeJa/PSyqw2ktTsHjCakVGlU4qrFWLWLHYz1ro9MikWJGMJoma+ZcPaIWbktB4bRcTh45vlKzSvTk6NVdT7RCCbFEVOqhNQYp4AbB8SqDMI5q1vcIgQzUVCnRGrv3NFxG8k9GOHG4EeCG7G2scaZnDNryjTjSPXAOI3EFPE+MPhB+WfdJaE0uG6F2hLHDxf+7um1W6LULkI+Hg5M08DkGlQhbom315W4JgLCvEbG4HUpEAvW9ibAGryz3JbIGjPrz+88ncb+Ghq+TzuCqhZgX17RBbe/chHSzqeyq2P3zmeXcuwFaC84j8LzQd6w47P/oKjVCjHCf/43q64LbeG/9V9/wTqwuWGbI+bCvGk0kDGG74YjICSBKKL6Juu6MRpsq2EYGuNBCWZaDISWHDFXUjRMh8Yalw6AB2q2iGj21ThowTqNDWO6SZepHI/7tqM7CaA+Mb77xnjnMLYyhkHvgl6op25pUaq6RJZkiLEyDQcu2xXBdia1ClBLLWzbxjROXN+veO8pFar3ECM9EZgweD2UtXJMG+F4Ip9Oun0x9j6GWp8xy0rOBe8Nw6DaM2u7Or8LD5WZrYAx0rqS3EFnB1tryN1hL+VMozLfar+UKsZXyKX78DgMip/t0Un7MzGOqu+LMRGGRlwzTdSZctu6gXwvfMYYqhjMh2etJmVCU02PDG8sl6w+QlW7q9OTxoyLUZ1TSgkbKtbAMHiKNAZ74/o+wmnAj4F1XomrUlH8YDBWKSUpJuLWSFvl8w+WZDVm2Q8WNxYmme6qce/UhTCnCq2/ZqP6jeWmOXvtgOJCKNfOWEu+bcS0UN1AsBbansOG7kz6hbhzrVIpbCkRnOnjXT9PrSqrf7dZAYw4Svek2gm5tVSys5xOEylqZxZjopZCCI51yw/P66ZM99//8b2jvNqdXRfIRbBWwel9Y77jv79qEdoPv2Iq3/IAdtD5Y6bTXrD0HD4wo0cEb7s7/+kPvKciNCWIlYbrGeQ6kiv/pOSMd0AtnLzOoMUIX9oAxlD6jXk+GzCJUpxKANBDPQyGbdMRLeZGzJFcMiIr58OIkYKXgjBiZGOJsFw3cq6Mo8G5CWc9tN7hiOkWDwnjDEOYGIMWMGOU/xNjJObUOyQNI4xRyElFjs6rsNQ6p5uvohYg9E1kCJonj3cYUKzIeRrw9vrG+Tioe+MwcmyVOAxafEQoWdnk3ukKO7ZGjJHb9crT8xNhCH2zmanrBg3OT2eU01W4zQvjOHA8PQGwrQvWVWrJtKYP8BA8qSZSi0iB0Q3qnpkTKWWc09dhBN2EWUcplcNx6gRRZUPnnKmtdFnHThLNd3LlTrjThVvHmradBqJjF003YiWqNYbdDyitR1Mb3CAYUa8mpa5GUqk0yZoLt1SEQlot40mTUYfJEtdKSZX3t5nppN1SkV1TWDV2fIkczh4xau1x+boxnVznqWmn7IMlLoXNbRzGE9kXvr5eOZ/PfPnllSksxDyy6TTEaVoJQbuhbdvY4qaBAk4vGbnjm8oN8k6fp9rU/M4aweBwtrCtShg1RkMo927H0JiGwDQ45jXyfl3JffSurV8KfTERk3a+79eZNVpaGzoPbJfYCDuP8FctQnsh+cgB0l+Xe2fE/eFw95X93iLuD9JHKre28bsh/m4Pu/GXP460mnBtULuCEhEsT9NE3hZCsLhc8a3xxy8bxjtu1fMcDFDVC8daYq4ss+BD0dZUKltSewfrlAjorSM4XamvW1GT9kk7HG97fsHkWG5rN7eq4PRDN9ZgTdLgxGa7ydXOi3p0gMFrwcilMgZDs5Ykj/E1BE/N4IJuJ7Z1g9uV3CqlqDp/XRVDIXistWw9WNEYw9ITN1ODMk6apd5dLo04StpAPK4mjXfuxXGeZwDGcaC+vurt2LSlDoMC8iVXvB/wPrDGzIbnu/PE7XZh3S6UlmkiVMnklMk56cXwTSDmXlPqnQvkvSN4vT0XWRRHWYV1SeRacKbnyPctDgLj5Mhp/95Qi4ZKppwfnBlvyKmzneeCcZVh6A6QCW5XVYFPB73QWsqID3hReYQZPW2NaiInwnrL5GhVOmQtxus2TjVjjRwhro3T0ZJS5u3LwhpnwmjxPdo5bhkvjvUWMVYjm1rO3G4zQxjxNmBMYIuJ8TTocyHCOFYu143gB6wtdy5biZllzdiXQPSNYb+MW8E0p/8xHsMeQgFIJkwW5yZKKQzRM183jIEtqd2LEYhJRzHvdsM8LSjzEhERFa/2BkS3nI3L7aER++is8auPY3sh2kmH+wp8xzz2zZnOpHvxgU4ofzyMfSuwd04fwesdWfdu5x0pazqtM9dt5a+ezozDAdvp5+/XyN//lChSkUPlx6OljpZYMm/vkZyhsakVgxG16+hx0KZkdVTkwXPKDZyZWNbK+aiiQwGm8cDx1O0yrVqBQCNYBamtEaR1IWSnCZTuib1/7zEM6k1Et8G0WSODLhecHaAWTFox45FhCGTXGC9XVu+YDiPOWy7vV6x1DENQYLfUzrj22JbIa+Q2z1jrGMcBxGCcp5VIygm8pxj9OYP3WGNYV3VWDGJwpzM1ZYbB3z+PLUb+/g9/4Lc/Fm7zBsayLo1lW5jTzLqt99eZsj7MreMvpWgc0Th6FZUK+KET9rzQqiH4M9M4sq4Lb+1yx2Casisxxmp8dC6UDK1WxoNTpvck6om9tbsv87ZUai46/oia8M8xgqg6Py7qcxN7d0KD+LpRrarRa/Mcj3osjIOapdu1SrcgaYRm75fy8/mExIRzlkoCY6glq22G1dciRjQKyBqME+Z5YezLhst8ocmIOEuJkXEcWbbIthWeDo4xVHVhRGkU4zBSSyEuWeVB0ohF7USsUX6cMw+zwd1BoNFH98HgxPLly7tiW96x3Rbyku96yOstMo2ep9PY1/iF2MXPueg4e5yGzgwv/NPfCm/XyuWmVUfP/252+KsWoW9p2A+/kG9zyB62F0ol30HWh/fs7pFsesue2eUaihkZ/u4PkZgqf/njSPCO52mi1EJaFk7DkV/+WLjOmZwbxgSsOOLlyt8shpd/cqAFwYXC4Wi5LplSTHdtFA7TkTVud6P2KvuYCTRPcIWnkxD8zg7X1+mdv7/+2g3BTB8v9xA4Z9SgStvgf/zWmt4dCSqg9RbqEqhYqjncfVxoQhlP4CdOTiOGvHd3IHeaBlo7M8+LAroC5rpgDieetpnlemNdAofnI4QJNxxpEsliqUlHpJIzxuqoF7fI+PJME1GTsw9XmB+Fr6+v8MfKkjLfP535+fVKKolclHKQkuJY1lp1OuyobGsa/wyqwL5dV663hadz5un5Sd93aYTe3dGEbf0ZI8JwDN3upJC7QFmDATtQnBVk7Y4Z+swZoRZNDh0GR6OybYVwsGg4YE9u8WrbMXgdt1yA261QRT24c21qzIZyz2wweBENtVwbcSn4Qbs5DHz6/sDl66oTgE0YRlzzWCD4PvJvGsIgmxJY41Q4vQxUHK2z6ZdlIaVMCE4DDxqIFGJW9viegDuEkcWtXWIizLWx5cgxmI4FJXxfDEHuvu16AZ7CE6Mf+PTpzC9f3tm2REmqnp/XxI/fP3E8DMRUWLekzHRvOR8m1qgymZQzYnRF752n1MYwCFvUCO4HNPMrY0I7L2jn/uxkpX3b9WBMts4ULvcuae949M8UfVjlQSrUQrYXNo+I5Y9fZlJa+Kd/KUxWeLYelswfvm68XRy1enZmszGG0TwR44xdEr99Gfm7JdGabqrSthFLJbeqNhE0KJXj4aRvVINaNLXAeDqIqP3kLj1JOeqt3FX3rWpqBqzcC3Sju+TtYYqq3N/JktJL0L6lAnBPR9KccTWT04LYgHGeYfDEJTJNR0JQX5o4eBV3ekupg0oBnFOQ8HrFvb3SfvMD9gR528A5vClgB0LvnhAlm26b2sbSdHNjrOF4Oioeg0YuV0malusNl/mNUg1fr6Xzl3SbEqNq9y7vV6aDjq/7ZlSk3WOga22Mh4llXliWjcNRi6CzRlfmRrdrz5+e2GJkvswqWM3QkrKU/dB9obNm0a9NEyhqbuR9BDAKD6Sk1rDAXeAqBoajJScNMByPnTTZ1MM7rwmxI2VLVNsYJs/8lmklcXhyhFEju60TpFm8DYo/ThOXX1bc4Pnh8wu1KHXip9+/cr2t2KFhu+XG4TSwXivLZSMcDcZNWFFscJiG+3PizMpt0aWBtR5rW49aamxpRbzh9X3h+HkitUwsiRobo9WFSKu1+18rrua0UusY2woxarRPrZUYM6NVj6BtS8RUCEE3YK0VpsHjfSNlLXqIsK4ZezBYgSE4JMMwRLbosNbf68OvWoT2rwcZaceG+nr1g9nZY8T6kGLRWseOzJ1dvY93H72KtDuqiAy8XhLtdzPTwYEEjoPjbd2o1XU0Xv/MDow7F3h93fjxrwaehsolRqy1HJ5fmLdVNVRZbTnFCmvcOE6TMq7LwDhYQtAOaMsRsCyb4XxQkFkBbCG4oEzupjogpbhvrHlhcOFDF/Sw9/iGO9XUBM6YxjhWajbEuYKb9PD2MeRwPjGM+v2dNXz+/HQfgYfgmcbA9drzzX/4Hv7wRx01rSEMAxivfKLOzbJGOJ2P5JSZ55W4bSr4dZZ1VT3bOCrILbZRjQqJa626EAieZV2pxmHNnr+mDOVh8KzrRrETR1SV74whHEbdCs0b01NgOBjmZeOX+Z2nw1NnuRdo2q0+P2ugo7WG+bKQU6VWehQy+MkithG75aix3RO8ViXNNmE8ObZZ7S78aNVnCE0XzUl1c4JhvWWGyXF7TTRryNUxDhVvdNWv1rzaRUlRAzJnHKZYTA4M9tBxQY3BvrzPzJfI6TxhLJw/D1znqyr8kY4zJU2ZJaghW9to3RXAiGa6aWfs2Erk8mo4P2mHaa1eKs47BltZrhupFtzepYv0jZumuQidc1US0pNslrTQ2oAbDYfzQLtuJCt9InHEVLrWUQtZLPo9alO8aAgO7wLLmrgtEe8sE0rs/csfPDlF1uj/rJryZ8s29AxVOjWEPSb5QVKUOwD9UVumB1AP5sMIXzcwO35U67cAuLWW61y53PoPaxspeT62efu2TX9J/YJ+/7sLx9+OlFGY142YUleye07TgdYqa9IkChFDyYK3lmEUUk/ZrE3Qhb8hZW3dd1fFR2BiI4oOG4Iavmv3VO7bivoxhbI9aAutUxa8N5yfHKv3LEtivqmD4jgFpsNEcA5jLM4Hdip8ShuNxDiFRwy1taQff4MIBKPr1935zntD8K6v1RUwPooygNd1pVVNktjWTdXUvgfuSdLD6+z9sy+t0Xo3ZcRotls1d+D96y1znQE78BdP2hn7ruxvoiZhZsjc4kaoEWHAGMEiiCmMo8M69c8ex5EvP7+qY2R/5nzTgAGZRLeeUQumHx0mV3KseOfYWrlfiuu1Z6iZQtoK01m7STXaN0ynwPxecR5s0tjw6eTIsTAePDUKo5vwk3poOVHs5foe+eH7Z4wInz+dmUb1BD8MA9d4I4yG5994cq4s75npSSGAXAsxJmK12CFia8/iS4k5qxwjZdHPyjaWpd7F2tU2cm1sNcJUuc5XDtNE8ANrXEg2ssqERwgiGmzoBnJJiklWuGxRLYFrxQ6G6bNn/mlTy5mYGFxfyPTnt9TGYQx99FZcaD9766ZSqjGot9d3nxz/5ncRY5yOq79mEdKvHWQWdmuOvQvajb1gd1R8RMKq9qQPIx9+D3DXKNkujtt/724fua/tlTDn0CbjY9TQhw4DwdqJr7+sfPfjgea7LICej/0Btwr99og5djBPv2cu6peybY2UhOdz64zqSnCBNaopmBjlY8RScEYFpYK5E6E+/nf/Ae+2qN9GIikXZTxUvA84B+uqhuqdmYAPA8MwaXGzu01EpJaFaXKkqLo4tZTQh3gv7PqeViKaE1VbRXrgY0rdfsLAMAWKSYSDdAEjlFq53ZTLswdfGuC2CWcPuTsL6EZEO8jPU6KkwiVbcrUMzqj/z2C4bhvDOCnHyXhaE255U6zOD1hMj4NWGxPvDd5/4m30vPYUkhJ1+2idw1hDNVk7oQwhNMJYSLGLmakYA9K9d6xDLUznihzUU8jbgSFk5KAHzFlLzoZpOLDNmd/8eEYQnp/PzMtGo/Hy9EROhZ9/ee2OnPoRHw6qnbvcVujGYeOkh5e60y086xqZjp7bUolzxo4jx1E77W1tDJN+fk2U1mBNIPjSnR8SuUBpwtNpIi6RtBW8azjrVY1fZhoTtan7xMl5XPcXBx4yHl95366MU+Dl+wlfLNfbxmXeOIyhc8RUePz1/aaqAn2UyaVimqbGzFvh01k4TINKEft52Ems/2VffxZjel+73XPbP2A9H43MHkVhH9kev75r0PZx7DGa3c/qhxWfEhn3g7THDH0Evj5u4Xb8RsRq5ElT2w5lbxqM1P5Gtj7SBNZVO5tS4bZsbKvv6QXC6VyIJWOStsHTMDEOE7u6P1iDldKjUgLOOGJJbCUSrL8zXfXdk3sBvI9n7cMK2xiKiVSbuxGV1TGrQUobPgy83a7QLM/nAyJClA1nA3ZUPsdeuLctMwxBcQhjughXpS2H6cDr64WY8r3FFwPhIFg/cjw4XBcx1s4GTklUotEtZmOx1GYwTfeEOuqZzsZ2VF9IS+breyK2wMvZEqWylkaOGfCUllmzPj9GGt7WbhWryn990HSL9vLphLGG99ebHmrUo7vV1l9nZwebRsqVrHpm7brEMHjLErN2dcaRqlqC1CiUxXKaDqwSef1ygQovL0/UXDg/PdEQDiePGJimoIVNYBwDv/3td9D0giyl0ijkUnh/vzCc1BJm8COpRsJou/OhZrmtW8ENqoCfbxuX2XI8Bopk1rixpxlvW89c64LaMQzcloo1E9tWORwmbvONJc5M4XDPjEslkUXYykosiadwZLBdLCxaJGpVkfU8L7TV8mwmPj8fWDZNi0n9XPmeyrpuW/+8Be/UQVMEaipc561PLZbWdJzdG4RfrQg9zMn2YvMgJX5ctT98h7iPWnsH9ehcHl2MAtsPg3z4uLY3iOyr/0fn8Iid3l/kw+MaDKfjgJEeUVN1zFsW7XCOB82SWmKk5MbldSLGxumkntXGrT2yxlB6uoaIxXh77/ZSijjnCTbg7INecN2u6v7YjcxKawRjaegWYe+MdJOvFT3nrIxUGutW2aLybKZw6L9fEzUEeDk/8Z/9/Rdenk44bxjHqY+v+n7fbhdiSgyDe+Bz9CLhPMfjkwL1KZNe36mt4L1T7+ZB86e8U7uT4A1rpHsWKbtZO17Y1pW/fz/xFy8G161Eg3eszrGtG+M08nwsrMvG29uC+DNLTsxrg+Nuc6K6vNQ3bBUoLeCkYZrGB4kYvB8oZSP06KQGnM4nlnlhvq04owfk6XzgcBr58ss717TQ0M1ZzeDdCGOG2nCj5XozSKkKBBdDrrqROp71PT8/DX19L6xroswL03jonuWKkVjrCC6w79CC97RmkdFydTPjMHJd3kHynb7iB0sphWl6Yt1u2hnXhnOFVDfe3gfEadS2NR3gL3qxtaRbwV20HVMmNeG2NGpzlJRINjK4EW88sURKrQxuIObInFd1KxXB2x6miF6gcc3EWRc2z3UidwvhEPydq5VS6ZlruqX74YcnrrNmr80SmbfMvBhyGe5uGr86T+gxQjx0Kg/C4sPM7G6r2rGdfUTYsZvSwd29AClGZO/f6+OmbP81LXjdSKzVDy/yQQ94nOvKYTJ44/j7t8IfXndSICTVVXI4VVqxvL9l/DhzetLuSRMWOqu156Kry6FagOyY0I6DNerdyrTWgrO7HsuQW4G8YVxP6WxNI2D6C2qtIU1Y1sqWErkLCu+EtFLA6+vWDaA+eOdB23/1257Y3/h5vmjnU7qEptMejBiO5zPzsvDL1ws/fPcJ7x3Pz0fWzbNtmffLG/OWOD8dcGZfu3bKflIa/zCN0Bqn04h3G2u6Mq9nXo4aZ5N6sdrWjev7VT8bU5GWeL1cGQ4eTOwaNsc0WL0k+gZHMKSqanqDOi4OeFTcCeumJLrltmGM5Xiauph2N8KDGAvWOo7HScfEplupwzRgDhOXy0IInrGo9IFmsdIYD57pcCCEwBY3Krl3LA7jC5clIXFhGo/UVkg1AcIlX/XzbJWn6QlrHCEYnp9PxLbhrGFJG+scyRuaVVZh8e/444iUprgkDdkytWrml/Mq4RHAYshFL6PU/ZTUKcLfpTK0wnadcc7fT7TKicodS/LiqDXT2CUYltoKwQ/4YYNWNQAybdTYKFUFvS/nCQFmYufaaWUZR8/xMPDlVf2mz9bgrOXtau+14U/0uf/Ti9CO4fxDXtBHvdhe+fbf+yAgyr2IaLF4gNgPLGkHsrW93fGKB1Bdv9Gn7W/1/vfsPxvAT780FtkoY+F41g8ulQUbPG/vTyyrkJLh6VkwruCdxRp1SSxF/YBiTgTnqU19iGmCNUELDV2fUyulCqb/HDv/Se07oLSiJvyixmnO+nuXKCJdKa4H+BEiqcB4Lpl5mxVQbcJh0mKe6WJJtBMFneqMcYhJd+yrtqoYS6uUkjkej3y9XVi2zBgCW1oVcLYQm2eeIzEm1qhJC7U9Qh1zzpoX31fgYRyI243LH79SyzNPp4AzSoA8Hg/M88LXX95oUmjOsr0vpGRoznB5HyjliLOZH74vGFsx0mhiSPtlRcVIxnmDaRXnR14+WdZ1YRgi728zh+PIdBjVSM5oAObaWb0+eKYpEPu6eRgCT+eT+ulskXEcmOdVo2w+n8lVwxhT3hhGjRZPZdNOwVi80c3fNEyIWGprbCVSaqKUjLOeJa0c/ISIYQiBbZlZ46oduwFEnQvSlllvC1MpVO8o/aITH5Cs9ILao6kRoWSlYFijPuc5bX0jazruanHBYFohpqjhkMHjjKO0co9WzzSMDNSmmfLOgu3cI10QVapkhuOEvFeeRrXPGYJjCMr4Px4Cb5eVeYm8vS/8xY+f+e1vAn//hy8qgh0sX99ulOLxfvrQWPz//vozxzG5E/N2D6F9rHoAw7vJWf3w61p49N91On4HuD+CtLvupHbjq33s+rYj2rukrte540DywI1K5PvDxHJy3F5vTNOAjaHnsr+RqyNM0r1aeoRP1ZvT2AcbFlGNljXtPjKW+uiEMuCaLuK1qdPXxAeMLNWMrbabpaXeyWkhinnjtkQQjd/NWc2zjDGsaWXLwpYiX+avHPzIy/kTL0+n/8LPp7XOn+lIfEoFCWoQl7Oq7N/fL4yTwx8CW4w6ClF611O4XGac043X4HXmPxxGLu+XjnlwD0V8/nRmXVZKXYnF4nsXOIwDPnjmZWG5rqRuYxrf39k4U2XEOk8plr//feH5qfH0lCmtknPhOARdt7fKWiKDoBlhtWGMYzgYnvszM04TwzSpr800YI12kOsacdby2998x+//8Avn00FdDIaRw2Eg5sTnzyesFbZYtWvoaSrz9crJBoIPaJhh0SRdsf1T3lUBmWW7EVMi2JGX6ROpZILzTGHifXlTom5Vp9BEJkUNVZhO+vy9vq/EWMhR2ExGzIgf1Ctd+UC6xfK+Ugp475EPrqPBa1bdEgtgscUpa9wuDG7CGqcGgK2RamKta3cgqIzimEy37A2ep08WI47fnD4xPVtNgG2NwzQyDAPPT0fmeSGOPR7bGt7frzw9Hfju05nyy0Wx3d8E/uZ3K9C90H/NIvSRz/OxsDzsOfYO6QFYw2M0202Odk3RQ+qhXzvxUT16H0SnTqu5d1Ufu6A9OeLegfTD2NCCN1jDaTroQ2NLT98sSG9J11j1YWtC6ZyK3R/YGdsLi2DMRJVGrGoDKyJ3c/xWK7V3Pvvt02rFu04aA25xYXADtqokxbZOYMRRaj+ofQzcE0aCD9y2zJwio4OXo/ByEE7jLhvRb146yC9iSDl3nRDMS/exFtX4HI8j/+5ff88aC7+8fkWk6oatF95xmlQcuSVCSDg7cJxGaquE4Yll3vjyy4W4JcZJsSNjhXVZGQ+B0oRUMlght8TTj09IMLz+fKGkBqbhy4UUPrNfQNYG1rXx8ty6Hkk9m4wYqIlE0o0hFmsbuxQknAO7GHTXogmGEAwGf19YaHLJscv41CkweF2vL1HFtjFXctnIrJiQ8baxbqtGhNfKlla880xh1MtmtxERIcbI9X1l8JU/1F94fjp1DlnlEA58KV8wThjGkdPRc73dWG4adVWtYfg8UOeVthrkLVHbGysn8tY4Pyk2Z52musTU8KUyDaFvJB8XsGmWhic3aAm8E7JU9WiXipedqNiXQ2hWXG0qXPbO0VzF28DWItnoUseLY+myHmsNw+D4zp8IzmKNsGyJr69XmlgO08BPv2z88WtTkfcHhcGvVoQ+Eu72DuUfsqg//O77puZj0fhYfPZu46E5U6uI3Wxp7xYe49/DOPtbbMp882JrzbQWWbaNNvi7nGKjG5lVBRHFKFnRmkfxctZjMH3M6gFvsVCdV5P81gidoa1/BprYXjjaTl5Qp76a7yC6CKQaacbhm/r8arfUyCmR4kptwuF4YLdpW7bMbYXvn1VXlnIil415vjBOR0pOiLFsW+R4PFBKQuSR+xS8vafCOqsM5uPhyDAUfvfT37OlxDjoe67tbMV71zdrkafT1IuiulJaMaSUubwvavVhB4qrmKMwl9zZ4gYrDowQ7MDzd5ZE4npLmgG2GBof8bzK6VS6ROZxEYEQ/EBKkYrFGM846DZnB/E1TFG7ciNwOh3ApL4x88zLqnHMXsglkZIQbACJ3OaVX365MIwWM1SaQOnpr667Pe6JqnHJ+POD2tBXLDoyZ91wzrdEXL5yu678V/5pUHvaVjuPK3drjcLxMGFt4zZH3teNcAi4wZELmKNDakPkgsjAsunfdBhH1kVYt5VYLbDdk1/UHcFjjOuWGwryx2g1Htvqa7fO4k24M8gtDdcy1vx/afvTNsmRI1sTfHUFYOZLZEaSrCrWcm/37Z55Zv7/f5kPd6vimmtEuLsZAF37g6iawpzVxcweXuOTjAh3Mxigi6jIkSNHPNueKTXJvLtKXZBuMtry4IUo2+kcb5eNmMQTmrxtRbyKt6sYqrc1U+vSIgX+9kaoG5Iedg151y50NjCdfgO1bbSj8Tqm8Ee9WcNIUq+yHnVbwC0061KxcgndvqenAlX7rsg//v2EmjJfIqQqHBrvRPayG0Bxt9XNqymUVr1tbhkAif8jewwo5UlZADytp1sDwVoztaUj+zkDIu2hWujSjWhWEmZYpMD1ct0JIZKL9NRSqKZ4CK+74mmByRqRtS2Zz5cXFh/59PqJ8zxTi+H5+YMsLGPF/TaKbY+3FPe+F6yR7iHeT5ATkzb8cHmlqIkHlXFO6JbG1AZ6yiLqtUqohHdSOJvPmh+/+8R63TGzIrlKLAXnI8ZOrVaw3kKc08NCcZY9Zq41Q1yhyiEAin235LxTqgD70iSRW7o/5cRKwVuDtwrVMoF72FFVC/fGGbxTVBxVV1RWPJxOlFrY086eNlSeyCbjqiYXxbQY9vwKEdFv1osoAGRpCGittNdepjMwSiBuCRMFi5/JMZNz5OXzhVeuGKP51W+eiSXcCpaVgm2XPnB7heqNhI4lYbTFGoWxlVIUk/foatnbYRzWzPlB41RmXyWD6yYjGklKiJulFlKVPWiNF2Y/Dq+9gNM5o8l4M8kRUHasGnhqio2vlxMhgi4GggVfG/tfoZQYnlrbAVAKMRWsMcze8eUtizRvaxDQvdS/qREa+kE93d5AtFLb5qfdrLoZJqWa0FVbOKZVAwszWt7/3pPpHlM3cLLRaZM5NrSEgJ0W0MNA6VBwevC8qkzIGWfcTSHROkMqMikxxtEySO6cWov05nJeunXUOhokVpGBrVoR8o5CMnBShiLqflYLbnEzih1vkhET/kvLsO1BxvD8cJb2Qu2UCqUSa+Xrk8FaRYgio5lSYl2vvPCKcyKWHlPisdQmcyrNEVOKWJOb4a7saUXvgglUpBV0ITLbxGW3PC0S2jgn3pKzmnnWvDXgtnvApfFhlsXy/NUj1+tVenA14fPvU+XjB80yO3pxs9EGZz1LqXg3Qb2yXTZy/XDzgF/fKqcFzufexK8QYyDQPDCjeb2+sjBTlXCYQl6xk8GpBxSa8+JvQl6S9REDuKWNVCIxR1RN1JwFxzMOvxj2VYihmMwyQ6ye9XpBr4FpytQHAbgrXRurtk0mYfu0OLQ7MfnM/vZCKZlvv/uR63bh61893A7iHravW2G3hTVG2uUwRnM6SyfedUtUrSgUfOv/VbViXWf8bMhGE1ZL3hWPT4bQZFO8c8x+yMgorUglMSmLbzrUFRkf3QxXzjs5ZN7eVmIQATZjhDv1YTlxmjxvl41lLszzfINYnp/OpCzP8/2nN0pJbEHxuz/tKH1qsIjspb+5ESqlIxzdIJWG1XTdnBZn3rCcTk7s0h26pbg7kHx/XaVEAvWI+wyVNrm+1ocMFIMc2csTtDZc152wF/yT46lKdwWFbql2jSLjrRNjFEfY1+P83ms+pEipXasFoGKNQeuMQbqZxpywyrB4AQi7GoA10iZaJC+bHAUIkTFtTPpMiU6KCltTxhgL338B4yrfPJqbZotCBOVlzDQhSCO6T2+fyNqxXL5wPj1IFsd71u1KyhltFKVmCom3/RWXHDEHKbB1iseHhXhJXLfAWSmsltbVpSq2vcqGqBHvihweShQm0YnTo2HNiWo0J79gfObLZ/jhc+Hr58jsFdp6ERAzltMsagpxmdHasK6fqSRSXET/W+/sSTHZWVpwm3lkCkH4VKVwjYmp8ZgKYFxhsa1ho9Yip5oTMQfWuJJrYo8b6xqYvafYSEhRGODMKP0AJkhWSW/MfqEs0mPuukdyfaM8PuCNKB70DK9pZL89RJyZOH8tpNR13ygpc9021OcqBbJG1Aqdc4SwY3JtDRClU0ZMiZx30q5aq/OMNpacI0ZlCAp3shjnUSpC2ClRcb088vQ0A8IYDykItSMVvJPONammRiMRLpRShQfn0dpSFKybqEiipMh3OU0sTJRL5EUXYtPm9t7flDgVlckZrlvhw9MDn79c+PJaKNXjtD3YiZ9JEvolRuhGtFO96b25gWPdQPSKeInVu6ei2o3lWxx77LzRMYxuYKRLqlC+BXfSzSAJvmTtIEIKICuZJeHYiDFSgC+K2TnQipcQeYvxdqKnErHaYG/pcpHZyM0TWvxMNcKSLSVxmiy5BmrVoypeVWraCQHK5OgFrrqdALlknJFCV9PGRdR4IZWClLbmW4Zxy5FfPVmstXhvCTHKSdkUFkuUhVybwQ4xsubMi3khl8g0LYSw8bq+oTFUVbmECzEFUkys9crpfGphb8JYw4PPrLFgrfTWEea69GnTbeMTgRKoKlMoxHqlqCKexGtijRt+9jw/RbTd2dPC7NVtDYquN+LRKc3jg+F0SuxxJ5cNoShAxZL8hG8s715bp5TiNC03AbxYwGqPRkDjk5voqp2piHjdp8+vFB3Qthm/CCkFzifJY8Ziub5deHx+otQzKMGZUk7k2mQqvAFjCEmoGxJiCrkPVdDKYM3Etm1Mfubx+YRt7X9OT9Kg8fP3Kw/PXmrxSqYAa5S6MWUS0zS3sLRSYqBqQGem2aK8py6O66eV9bLyYE542wBpU0nxSopPKCswglLq0Mq84Ix0LZGGnZpJT41kKQJvShuWeaY+V67rxjQ5vnp44iF7opFuIJ9frnx53TmfZrSqN6w2psx1C5SiMHbiuq2Clyl1288d9vibGqHeO73jOL3G6yjV0fGdbig6+a6Hcj1O7OFUx5UExB74kvxsgJXDG2rmsPZ6NQkF5dU9r4nf/zEzTRnvM7/9h4UPzlJVpaCJTZImtnT4nqRVkBgihbGOUivOiuFJZcerCWeFFNYH2xZLtRprCnsILNOM0Vq0b5TgM7XSXPmeVgXQKCXAdQWsdly3QlW6SXRkpMpCcBXxfMztEa0xNwBcAdewC3nu8gJIH3pRxrOt6DOxbwFjDW+vb1jnWJblZhjzHlnXXZjUSVqh1lpAR2bvqNZIG2OkWYBzjpfXt6blKYdB3XYBw22mliuf3yY0O4/nmUpBmrwuUGF2ltgyMiEFjDKsYePkZ2pV0pGX0aIIkMYERvq31QZtW21bCC3hTqnw+csLxSbetlcKEec1Wlu8d+wxE0qbBxTaW65rpCiPNUYOE7PdQslaoKjSKtAdayqS8QFUbeoIFKoWfhFtbLKTqnW/WNZLZH2L2FlRU8U+SHNINknVh31HGVBWMT35ljnO5PSGcU3W99nAFrislvNiOC8Tcd/ZgkZrEegTL1yMjVEe2Ji8IlRpDqqqxmvbwjFNaaL0lYr1igXP2c58xQljhUH9+DCLksG6t7IYORBClBbpIcK67jycJ06LJ8R7WOV99vs/tC0/610MXEb+PqRa79P2R0nXQV6UMGWEWD29PrSpR8btvlq/h39/KRNy/M6BK+k2UCK+fV0rmjf+7p9OPGnDDiRjyNrcJCpsC1ussi0D0k6mFr5pazEmo40su0ZexbayAtkwje1MwRqPhG6WWtWty+VN/qSB0llXKIa9bCyT4awFm7FIuYhWIkNbm8GcJ9/AbX3LCi2q8BYi5yqKj8IzgrQHQhSS5DSJp3C9rCiliCFRsshBOOeYneVLKMQY8d4LbyhHqo2kWiDPlKpwdiLEFaM1y7IQk6jvbSFhvWO77FAr1lRCuBByJWTN6dT1lGDbDJOXvmNKKWY7SfGwMTgjraRLySQq1tobJqcYpFbV+DNGSeYmNfVNasVPjpftQq0F55zUDTb9qrTLzulA6zIvUpYSQVlLyApYyTExLR7nbev2CloZYo5c98zsFFqNvvNGa2IOeDuRsuLh4SQNMrXGe8vLTxtT1dRcKGTsbKSTqQdQlCgia0VJmKaVJl1b18epYA2g4GHJkDzLZPj12bE6SFYzWWmamIGtQMw7WidiA89ry9RmJRK1e65MxiIdMoT5vdgFHy07RTA9RgPEeXJSI6YNl6uIDf7xu8DrRcLzrz/Ay5u+ZYKHMzCimL/2+gWM6caFuZEI9YHl20smOoGw30jrjFAOsqbt/V30rKfgu0vdb757DoP0yMF74vagR15SZ1aDgN9KIYOZMs5IivfJGtZaWWPFe+llJhkEAe5q4aZwaHsluhER81iFwOWtF8nOVEjGsOfKki22VXR33pR0PW5dLKxuhbJCpc/KkhByndcWWy22CCtWq9adQUnFc8651eFJt4tbp1RjMCW2Su5upYUhnfbE5D3WicCUMUE0fU7CX9pa541sPM9nS6mZa77inME6RYiJPSSiFfedJEWy1/UNax1aWaxpJThV+oPJHGmcq1Sdeb0UjB+AsdKWUsFbw552wa50y8DVQK3uZnxoWc2iyu2UTynhnWH2HqVlg73tGxWFt5YQEi+fRDQthcp8siyPkqGcvYM+ljmzTNLIYN8K2WaMn8jqxNuWMC5hW6YwxIC3vnnLilwh5orRBaslvNnCRUIdbSlklulEKpGH51m6pqwCLVAr6ZO0uVa+h05yoOoqYLJ4yJWwBtxsSFm8uQer+OAzqjgevePkCteaOWtLnS1rikQFn0LAGEAr6k1SRhHLLioStaKZ8R1OqZkffrqiN4PKMo7z5Pjp5co8yZh6b/n4fGaZPZ9f3/jxs7R7Msby5+8zWtu/SDD1sP9vaoT66yh+3YtTjwr7R1XB4w0deUPGdFxo1Jz1P/spfywL6cBwNyzHkE7uqRuefPM4+ve/XRTffrfxm98sgmaWxNlZ3nJkC0LLN9pgVAtwWvbKeSfudmNloypeeYy25CqSmbgh2YoxKG2aCFTT30EYzyiY0VgtRbS1CD+3YshFkXRB6ybHgRif26QqRNo1i3Hp41trZc+Vh2mStjptXCRcbHyRGCm1MM8LnE+sayDsEVs6JyiynB1ZJZJK1AphX/FC9SFXSNvGMp0oGFIJhFTYc6JWYZRro6V/1SwGRNLFlT0rYtJsIQFNmL4UQhQ1A2+ltKAidUyU/SYa50wXxRptobTWTVnQEKvCNK1jrUSO5RJe0a17S4rSKPFl29g2g9ER97CwnDxu8ry8fhFtbK2YpkSuM4+LfMe+WoxeG7YhqgtbDHhERRAMpVjWGHiePCiZk1QSU0t4aDUyo6UUnLfSnBGDXwzxoqhbAYNwysQ5lPGwUo2fXwthTyh1ZrKGszLkDb794Y3TbJlnzfOTQceEbsW0e83o5UTRkVCDGMUqa9goaUkVSyKUjDOiAOrsxHTKzA9nymtispaUM9sWsaa1bU+lCeAbvn5e+PMp83bJTVjQNmdhVBUMpYxRqvU3MULdSAyMZ4RE0injngckoYoAVcNQqMaILveEv9pT7MN7GpiPPJTIcUiodGRIdwC8p/yPqXsBzxV//iFQypVvPk5YL67x8+T5EnZZZGFrfcu611JburqijLShFnnMisawZUl5pxyZ7IzXk9SbZTHGqvOGVKsWL5ktSljgtSc2TsdlS6SieHYQS0Rh0DhCCHjnb/ejlMZaCbmocNl2Pl0qqhb8o3QetcbevIhakT7vkyPGjNYR6x0fv3mGCi9f3tiytPf5fPlCUif8rNDsdI4HFZSyLZzU5FrRZqHoVhWeK24SKd64J9GtLqKDJCWnGut3YnRoIwcEJZKSZ6UwOUUqEnZ4A9ZMKCXZ1aLKzdORbrsFZxyTkzKAlDOhFhbnqDWTagAy2mg+fDzdZD7KLmTCfUtcw4V9T5yfz807FMKhroG31ZAK5OyZnAZdCUVhzMxed/Y98aTFMy6Ih6RQXHPG6eaJI6EQVbPlncnNFFuodZW6uichMW57RDsFxpBjJe8Z80GBhviWKWTMLHhbeBNp3Q/mREmB3/0pkfPMy2vC6MSPn2SPpATnk+V/+8/PVF3YMWCksYJG37AgaaeesRRKaQepAucdZ+15+OaBddvJ2TA527xyyBne1kgtAaU7166DtCNJ1R2AXpr0N/eEhqdVb+HQ4PJ0/sQwTuO9w2h1ImPPmB0VFY9ezTF7Zq05eEzHsGuwbqG5tLdC1nF/AqJr/vDtzssl8r//ywPKGR4MZGdYi/S12mNgUp5SIjlXdirzfMIoS0mabCuFiFaS0nTVo4wmBAUuoRo4OrU+TyFKMaXR0g2j1EKIlUDi9VJYtwAavn6CXCxeSU2S1p13JbwN3Rot1gaGAnzeFLNLzBb2fcU5hzVGqqxb1nCaZcP2QuDuUTjvWM6zsI9z4hquhOTwc/O+qKSiySmjdSZmSy6VD2cJJxd/Yt93qhUPRlExTpQca6r42bOnJOFbzFRXpO6qarSqvLx4PnxIrCGy+JlUEqkUthTw1mKQEME1+d7esjuhbioFRhl01cTcyygScwNPzssj+1eRy9tG98C0MxQU65ddAN+pVaAj4vizC2wBcgnkeKYqDTrhSiUEKeY1qmdrC4uXurI9bHhn0WqSYtYUcXai0CRh1cT0MJHWjetrYnkSYmUtmeoUelJcEONjTorqKjprVFW4B0PeCj5mFqdZpgmtoGoDWEoxXK59b1biS2S9RNyjwhuLorDSahFVIzSWxKwUtSZizkLAVKK8aXXFKcO6wfPjwqeXK3nPFKV4W3dQhsl53q6RbXdY69r+HAefUmN/H4UM/9rrF4djYkDKbVGPco73LaHvq+y753KU3ejX6qFaB5o70en9Z/pD9WuLaL69hX+9Lu1IkhI8RFLol+vK6yXx8aMjEiWuV0UwDDJhf2s1D6C05e0acU0zZm5uJ0YYo6kaQMpMQhWjGItURk9WjGwqsG6VD4+Fdc9crop5zsxTxDnpUJGSsKuztkSdODlFtaLtYuvUyiEkzLrukRgiZ685eU8pmZzSDefQSqOsEj6K0SNWRzSQuovsved6vZBqbENaCFGRCVgnlABlJMkQkmbxkhVMWQiT6y5tjvdgWJYZgBwL4TUQTwmziA6xmzIxFkqcyPGJXDRaWT5/NpwfKtes2dYTz89BKuFrZSuFkOFhks2qWymI6czglMRA6aaJUwtGdXqoaCHP08Tby8p0NuzXiLaW02ki+0xc46hfbPVvy1JxBV7eErW+8fIyM591086eqbWwTJJhy1lx3RNGF6qqpHSVjrpNuaBk6Xy7lcQavrBYw/xgcdNYy1qDLlIe4WcpIs1bO3xtIW6i2qCyJpbCtm3Mk+E0Fz6/JkzrU9bB+h4O/em7K//b8ixNHNFoDGjhmjk1k9nwOt+wSYVELItbeMgTzhq++fiBWhLnZZI+dKXyet15ectcrpmKRSlzO/CPhMwuxKa6tHHJ/JzXL6qi7wZnSGxImNTJhQNovn3qlg0bpMSBJ8lNdnCZG+iaUrpz7zoG1D8/ilm5GbFhdUdWbuBW4klYe+L1Ah+/AjMZ5urINUpxpVPU2RNibiGUJReLykIqW/cW4mnBcUpNhCSiUbnQ5F9nrnuiFEUIDq0Lj+faWj9bvvkqc90Ul01zngUkrQqMUnz+6QVtFPkDzG5ucpwKtMhnfroEvnrQnE9OuEoVUTdsoUEfcmM08zyxbTslF76sE6FUIPFkJJVsjeHxecGkjC+eNUS2faYaj1ObZIWKlBHsu+VFVbSJ0i/MS5i4Xje2i7ROWuaFh8XwyoWXT6+o1RBdoVpNCU/U8gRoCWMUpOT49BPNEzY8PkriQCspJl28RyqckuBEBlRRt5qpLWxCIlXCxi84ySTKSsM6g58NMchmPp09CQ2TqADGPWG9QVcFSpMqZGUwkyKlSo6QYpLM17416sXUykpkroWJLwee9J6r7Gm/4YpaK0KKRBU5KcMyGXISve0UsrQSD5X8uqGM0C22zxllRfLD+tHy+fN1ZXPwtp5Ryt3WeD9sJVk0cd0qKResFkH7xE5xQilIOnIy/iYJIpkz2ogVgqqYnEUoRgnzXTLHcFkjIe6ECCF20b6jwoW6edtD0SLzPjL5/9sIde9j1G8NSwhjQLrUB7cOpGIYbvT/Ax50xH2O5Mcj96gbH/l9G7baN9wAvnqWrP9+gOEDMAO4XqsQHbVidpqoHN47UpVCw1y1iPgXRa4FbxsRUynWUCklNtBZwshUSlukScTynWOLicul8KuvHbOXE6GaRMwi2frrD4ZSpQ9aiAFrHKflxMuXV7bTBloTSsQpy+ctElPl5K1048M0AF8AR289KGEKb1vEtlIHrQUUf/CJqjWfNsG8qq68rRcmLZhMCJKJO80bW5z58uY5LQFNRqvK08OFmCzf/eT4+KECGWstz8/PfK6fbyGN0prT88IWNy5vwrZWxVPLA8YIB+Z2MiqF1q7NS+V6lQPs/ABaTaiGQZUiHJhSpduuciKxUauIgUnRsYSFqaib1K405bNc9yRZypjx54mCwvpC3MUDLBVCkqaXMUXiNaKdxftC2EQ5s3KFRjnp3yn6VIrZyWJLJZKzGCZnnOhI7Yn0UigmUbxl0pOoFUwT2UaU1qhT6/K6BsJeMKVC1FQl7Ho5bArKK9YYKOV8K/KG1ha91eoJU795Rarg3cS1CO/JW881Xqk5MSMNQPdNRPzn2UvIpWG/KM5+uq2fnAtrKDw+PCA6SZk/fl85RimCz3Zs+AjFdN/0r7/+H/Uduwep9e139+n0Y7eN+wrpUftFMxr1RgEYGZFBqjqGYT2V31+ykEdVcS/hGN5TH5DaNi98/hL4+PGEzxa8J5CwJbPGzGKlJCHrgiqFkMS4OCuhjXB42jO22Fch/I513zHGsq+OqlJrEOgwSktmIlaezy37hYipz36RZ1syZ3MSA5SlPfVl37G6Ms0VZzWupeJVI5qVBohSROS8liuXtwvPH57viaGl4Ermda1oMm5WvFwD4ZpIa0RPBjMZ/FSYHk7s4czTORB3wa28ieAmYspYUyTDp+Hh4UzMkYqR1Pu0oKcrWlvSNVFDoOgrSrnGgq+3nm6j8BheXyc5vEzEevFaU6mAaT6eKPnU2hQBEWmLZRL3P6aCVpaIwluDVoXzw0xO0moIVdA1YP2Z3LJFKEXcI9dPgeIemc+FoLOAsXpnPjvWfWt+QiSkAEgI6K1pZT2WmhxGCyPbGiNMau2oc2U577x8ecHowromllnUDKUKv+Cs4+nDwnyyfPlxbfugCkcpZ9ZrktY9D0h/r/rCvj2i1HS3Zzq+6n3F6kLQEEzG24VYRa7lyT3iNFglxcxhvxD2ZuCdRjnNaTlT21g654ixkK8X1n1HKcPrpePB5S4qOsIfxwTV35wxPciHAkL3dHzvtAmSCTpmyPpNHW9GClpHfNxLL0YN2JAGeZ+qt3aA08OrUncGSLy0erhO945aU8YM//bHxHc/fuL/839+wBlD1opMRWHYYyYmaQborRASK5U1BDll271ODYsSYTDR/k0qs29SjT45xboJ6p5Si71n2gbsapCNhKe1kOh0IFdDLfDyBl89OozqNWmarURORovyoNbUhpVJMWRlXubGPVFM0yy6wHlHa8usI9ewE94KYRZw9vGrid3vxBApKROVYvYBrQt7VK1lS5WeVCRmPxFTJARpnFiBvVRyhuu+s3hN9Sfq/oLyhpwc1EXc/xsW2A1KD8ead600L6+Bp+dE0AVTK1YN5m21EkaEGIjZcJ6dFFIiLX5QhlxhTxlNJeyRhyfPtOiWXq5QA6bTJxQkY6l2JW6JqiPWWUrKArKbwvPTwuuLwekKVeqzJj81L62wxdT4TOL9n6qndPoGleVhFiOgpA9bp1korW7r2FnP5M5QNH7bBPcKBTdNqFmzXiMazTQZTDHs2xi7jgX1UomURBO9Vqgl46wl5Yg1hskYvFGUknDWc3qIXF43UmgqEHXliy5MV8vDqZFAragqhhj46SXz+XUYnVG+NaKc3m25OxLW/o1b/hx5QbLZx2k2Mlfjve1vh4EaOjKjSr5b0f4g+pZtG1yg7mmV23thCKCNqvp8AMaOoPkIz+T7NWC5XDe+/X7nN7+eOc2eWDKx9SFTWgY0Z1ngHQSvSjJEewgEpVgmOZFiiiSlscoSdnh8yo3oJsWWk0+tJYvh9WVjOc9Y5VpFs6Mg9+yMI5VKiArvKpPT1GqbgJqwh0NN1FLw2mGdnKwUMMpKPy6lmo63pNm3606tO9YZHp8doUQ+XQzWzVSzg1eookmXSAlR2MJqJ2SLVkKclIxZYA/SMfW6R7ZQscvEZU/UbSPlDNWitMEvC7Vo1rcPqOqgcjv9a1VSD9c4WIJtaGpdKeozrxeYo2KaPQExRpOTeqVqJDyxWhjt0kdNwI2evDBGtIi0ulJqwliNjooYM8ZKt4jcJEFqBIxC2514PaEMUHfMJFhUyIH5LNjOwoJvRblUgQekGl3AY6UMe6zoAoVXnDVc98tN8M7ojp73LKhuIX0BFTmdJ9wkgHHYE1mLmkGdIV8KZQddE88Pkdero9aOwfQ9V7iulf/5uyv/8p8XnqaFWmB2hkTAaZEj6fDEPM2kWKTRZJUmlkVJq2+7ica2LorTaeG7nwJfXjNK+UMU1Hr25eH1jKw1jFZff0Mj9B6YHuJjHf9RN6C6GyDZEOUmfnS8znhPL1YdjMtjlk0GuN5Csa6rLNeuB2+oM6r1zfCNa9xnzIR5fOLP31dQiW++rpxnTzaJT7FtYFoKt4UMt15NSrWGf2KArZ5BZULIbDmCSaybo2TNwznhHbcGhgrF6eEkJRY5oozrNlUA1zVQzAOTM0xeNlyMO1HpW1GntKxJFAWTshglPCSlcmvhY7hskfOysJwWlIIvn1+oWrALY8CqnRIsy8OCd55gg/S5b8L2xmhS1HxeHd5lpoZh7Bm0dSg3c113UlzR2gowGkJjkSdCSEzTxPkh8vaygzoBVoT+6+jCYmzET2/sm8e4N4xFxNM26QrrnGNLe2v8aEi5sG/w1aPhshcWF9pmkMaTXQieqrBes4XcPBWZy30vVK1gMuz7JvV63jQw+0oKhYKHcqLSerG3ls/XbWOajFAglChvaqXJSrSqAEqxWOPJJRKS6B3tnzcJ22tmOVm2sHOaHadFlAJ6eObtREi7ZC8nUTMIqeAmi/cKe1FMyeOq5rLu5Hp6F2HIXnq9VP7w+8Q//XZimSHoinXtIO3RS4M65pPHeqE8WGVwWILKvF4FYC9YzrPlh8+FECd6DWPH8oZWWK+UGHryQxPsr79+ETDdweHuSvbeYb2CfiD23SvqHs0wKGJAjgzpf68/0fCqBp7U3cAx6CPbdiROCoGx/1zuvb4zfqoxj+EPf9r5/CXzd7858fiVJ7nCl4YdOWMbR6SFjx1XSh6lMq9vkbBrtNKcThrnC0VVYtxQuhIyXNYCy4nz7G8YEjQxc6p0ikBqzUqVejNjhLeknEH6epdmWAuZUSqz1YilYLtrrKTVz54zTxqsEb1mP3v2dSfFgp4U1ipeXy7osvP48YF5Eb2Ydd2EwGcNJyNA8tt1YdvP5KyZT4VYNlJWFCWgaC7SEMBa19o3G07LIrVvZse4F7xPpGRIwWKdhF4PD1L8q7RFmVcBUN0DSmUua+WyJR70jNaWLSpOk2ULoUmkmAb4R0rJoi6oNLkktn1jVfA4e87zI1tYQWVUVWhvuMSELkJsrCqjDZxOUhOoamb/9IXkn6hGYyy4s2WeFt5eM7VmTotsmVwLJYunqA+NNUtR1OJF+sNEzKRJb1k83L0wP3rBj6xlmaRlc2yFvFoZchHip7WWBzdxyYkaC+fTCXeFtyvEVG9rvB+2nari3MLbRfH2JrInxihiKeSaWj2jHKwiGyKtlXy2eGXwVcPXms9frvz+z4EfPxe8i4Q4oqB7eKUnp3qE0/W+7ik2f+31i/SEak0cPYqeuRKQLPPe44ARfnVQWj531JkeUrDy/gE89zDomPbrn5PXGJz+byFKHYXxB0bUU/lH7Ekpzetb4u3tM//lv3zg8cFgJ88LmjVnSq4tq9VCOzJhzxJ7F4VfVrx1xJqosTL7idlXQpKuFrODqbXDTSWxhx28FMD25621ssVMMSIwbl0Lqari8fQoGkdtfFJqYmzTcuPJVBQhrVK/ZWA6aULN6Nr6lztLSqu0H74W9OSZzjOX3VO/wPOzxXiLK8IKV82rTCHwsGgCmphX9u2JaRa1Q20sk5E20m+fX7CnSWRzS2Wep1vZwjxNVLWhXaXuFYznfNZMfmphpuH5/EilsoVVOpugQYk+z+QsoSQmBxqPdZFcwUs8LuupSpskZz0pJS5vb9S48fR8kpbQSnENmVgLWRfBX9zE5DxGReIeBZA1GjsZVL1CFTmO9fKA0ZHTgyLsrRmnFq6YaV63afVv/ZmNdlgU1mniQ2SrOzVV8laJOVCK5svrVVL71jTZlHjbMzlVtM7UmrClrQ0dmZYTIUSE8pJva6ev/b6Pct55eTV8eJxgrfjzxIYoAtyyzjVjjWfRM6eiCXvmNew8Py48LBMfv1J8ekmk7BuB9sgJHPt8EJZVC8Pq3e9+zusXhWMCJHbh+nLAiOrhPd2IDNJhL+2Q4q3hOo6sVX//8YHqzQOSz8AxUyZx6QC+j5ygPimDM3TEjuR3R76StRMpKf70pzf+X//HB3KpnLUnE0iqopyA1SlmUiqgEsarlhrOxHz//LPznCbRkKlKoXsPs9KxosBpln5OIl2h2JMImuvmzeju6raxAfE2vZ9upQxdP6aogFvk+bY1UvWEaiC+NoX5pAilUrNCWcV6DRiTef5K8I6fvkwYa3lYNNu2sW8B561oFIcV5VumpERqFXZ0SIHTcmKZZq77G3mP5N6PrVRRaqyG6XSSWjxAU7heIc/SLwy6hKyc2Lk41r1lRGu9rRsF7DFK14rNwKwJKaEVrTMFt2t5N3FRFxJKqBhW47yl7JlwFdnb6is5iEC/tQatJoIJ5KIpXrKedZcDt6Yr18uEX9o8hYqxbd0oQ4iRmEUJYHYiT5trpVTDYhzBB8qpENaI0W1NOkWskvNTLSzoCpxaG6wT4xT2hC4wocg5UM1MTLLRjenrjZvEjvyZmNzO188naWttFQSwXkDzqipVNYkP4Kwm5slSy87nlyu9pfc8GeZpZ90yox70ll84QDO9rGokqH5JZgx+cXZspOdHZqNvaHULyXoodgSqj/VfvW3uuJZh1ICNVkHvpT3GwzWcxgxgbIRpnYFdD/fQ9aePBrDjR51sZQgRfvwUmU+GSSeenOOliYdXKs4bTouUGvTaI6Kk0+dpJuaAVhVU69xRKyFV9hhZXPN8aLrApYWuSrRaRKgLnp7AaFHvMdoQomRk+jh2SdpSi2RlFIR0bUCl43WvIljuK0FFNAk3G6biqetGDRprRFjrul5xk0XFC5Ez6y74TgyJfY3MZ1GVLFVjrSaEjfXqicljnGAhVmu2sFP3CKXydH5A+mFBLZIJu0noagUqEXNiwhNiZJmmW8iulUFhKHnHe9EEV0jNFohC4bZpwqngnWLPEuYYbVB1xxhZk372kBPruuMmK57JUjAqU2IFDTUXtm3HecvsF5zzpJhQOslRORlUkri8pjeubyfmqfWVV4FcmvRvK7pVSrHFxOIdVlmMLsQqovSlFGjYTI5CUA1E9pA4zbNUzrcMoWrEPwpSjd8wtlpF2aBUDnvguL4FxwTFdcv86x83Uix89cHz4RkeHw26tcVWVpFNYlKKSRmU1iyzSMnsMTN5zXXNXK6jk8sx49zVUWVNcvj3cCa6DfibGqFj9quTzgZZcEhxlDL0qDv2oxrp6n0Tw2FBu/zHvafSu7YeQbAORovL17NrfVJGtgCO0rLqzhh1j+hIjFTKkJLmu+8r//s/SwcGjMYW6RBhGlEtpCBufJPnLK0VszXS+cDqitISxi1e0tgFTa5wDcLLQBlcFWBz2xWXa6HUyjLtTMbjrCPqmZyFQLlHad9jGl2+6193IxYrxCDC+qo6VEur60YiVCrjvSEGxR7FG/vwq4kUBah1k0bl/ZaZtFa6oYYtkY2Ui6QsNUaTU+TXhNYTMQWm5STV800qhWbo95ha4alliwFnLGGrGNf6wFcxHjFnvJFNZIzFO99wH0kx11rZd6hJGv05L4ZHZ03F8LYnJgtGV1xpraprEQKlWYglEGrCeo/JCWImhwwGdFQknck2sbgzT4tlv1yIe0J5SzUVioYaMTqDDoCmJM9yEunfXvlfioDgIZmmaqiwOLRRvOkLJEVq31vWIk0n3U7Ms4DqOTaVBI0pUwPcDQsnrN4xVfPyciFE2w7twVY+OgPGGIx5bGqSiW+/T/z5u8988/XE06Mj58yH54nzojktHq2l0DSGKB1WQ+bLy8a//SlRq2XoBHU70DPjw0kQmONInTmWcP0NjVAXTh9W9y9JScP7MAzFwyOaPiRg+2eGgH7PhPVPyQC/r7jvYHg3THKNcc2jBzRY1+nOUms9Kvb7q4dt+5751z/s/PNvHd5UJiudD07TJOFODE3sSmGdwhsxM9YotGnPqqRivpYdhadUeN0Sa5Tvs8ZRorRRSUkzzZLCn21LuSvXQMTm4laRHi2tM4ZuNIKx+KYbvnXdFKclN0DdkUshlERp3KdaZXFOKJyDsO9YY9gCTLPCWc9+jRinuQSRK9XWMnvxXELacZNiXw2zNzfRtrRHTChc7ZXz+Yw0DWhdQRt2pZSnBo0y8ca3so2AmVqIKeoFltAzXUBJluWUQOXWvUSzt8LcUhBW7+JasC8FsKn9ZycrypMp470jFCixNdeMlbJm9hIxD4FpXvjqK8OP338WaVutMM5SY4YSKMVK1w/ncVaq+TuDWx+wzDWIp1RqRumC804MbpNwLaZwUhMahc6tnVDN1KiJUXGyMyUm1ldRBz2fZlJWzJPih58ugDscqvcYrfyz92MDJeppvF4qn18yMa78Nmam38zsurZmAoaX7Y2Xt1XGPkJMCmvnm5c3ZHLu278fpXY6ZAPHLsl//fWzjVBKvYPDsW1PH4gBQh2B4PG+bqQG1+eYvXqfth8YSO/M0evIjoaN27V7FX73ekbl/n16vn/nAK4Hgn90NS/Xwg8/RL75tWHxmh1pzkf3eEwDcFVG64KxhVQ2NBZvJlKRxVZVpZZMyZJulTbTBWHLGvZNczpXlsnhlOhOl9qKUmu5haxaW5SqhBykoPZYPEjbAG0hPD9qSpbMTs65DaWW1kI5c3qyrG+tv1YFrYTId54L19cLm1+Yp4nLulKyFmmOGNlqbRQAjbKaUjfWq+O0OPFyTKSYwuXtQlXw4fERqw1bUxOIKVHqlVQmpjJTa2ZPOzFplmnGtkLbtXnZs3EY69hja51THSFJzVifT1mTFqq0z6kqkFWmmEJ422VsipQ3THaS+3cZ1SrAlYcaFWlPZC/i76lC9QZdJWQrpYBROC0eQMkL04P0qMuU1g5KCWFU1KBas4RMyDs5BZGvqbAsi2TRimLJhik61K7xGLSdiDpxXa9gMzkb/vDnnVwrz4+BEB3bnsnJ3BI1Rwz0CMGMw2nUeIK0R9LasIfQiIXiBVlnmeeJaZoIITJPltMsgv3GzDcsOOfcVC1krfU/xTEY+PBwEn6ebfl5OTR6qrxbwHIwLLllrcZ7exarb5RuCG5ayfQM2RhAMRoJpXYg3gHPg4056sk6V0lCwCG437EjY8Rl7eHW8OLEm7LWvHMdjyxwz/efNJ8/RVwpzFRKTSidOc8ikjU5CQO8k9N89C6Lt1a7uRRKEU1oa4Rb4qxwg3LJuCnhrRJhs2q4RIhFs+cxzn1RKSV40hY3Ccea8emncF+YlUyI5SbdIIJWDuc8JStyqjw8O0qSxTmdrGR6FCw2EV5fhU80tU6vRlNv2Q7R0w7NMBiryCU1Q1DBizSEVpotRFLJzN7hnZMT12bm00rKkKOEXh2UBRqx07NMiwD6rTjXTxBDm0sGLpayZBuVFkH9isYZL8qXRpG2QnrLlFC47ldikpoxo+W7rbH42VMoXC5vzVDq24YrLcQwznJaZn5zmlAxMeWMrwWvB8/HNKhhDbuUdBRDLa4dFIoUM/tFmjOyVXx1lE3z7R9WPn+KhEvGZ8fDvBBT4b//25VUPErNvF5mtl1TikGbpUnUjoP2HvoYIdN9dDFqK/ddscfCHvKtISgVqaEshlIV3ku1/NjHgwTcJXiOGPERzx10mp9nhX5Rin6EUyN8GdZW3wCqHh4N3ejMSL13L0g1iVcB1CTOLfzzPxj2PfHH7xIxKiBTkc4GR7Jkl3nt7uBRWqC7jF2lseNGg1WrbxmFe22iY0NGUZSbqkIZzaecqLrgXSXq/eYNFRC5TqXQaGIJWOUwynLZAwqpbevhh0KRolSEO9/aJlYBNcFIrzQK3ghHKDfPwBrXmtqpGyieajoY5kxFVACeTs2TVJKJ2/KGqhHnFS8/BkqRCvPlwWKdxk2auBesBeczl8sb2nuqVtii0JM0NSRkzOxJSboFOKNvbG6jNcpoqpECzFwKGQGlJyf41+48ISrCblGnzhJvhctNHIwqXsUyzxLGuUKKgElY629z03WkcwkYndGmIFLTFaU1brHkvZDWAiVhTpqIkCALqYHliv2yo72ipsAa3nDmLFXsTto6UStTyZySwdaKDcBuOJtMbRiWsYaE4oJBl66jU26a0VopzKyJ14jZPV8tD5ho+P2PmXVT5O+uTJPlNFu0RjJgZaZHBEfM50juTWkcUl11ou/N3hljsNKHwVr3wssbTE7A+dj0yLc18fs/J8CilLt5Pd3LGgXh3Ax1/45+iB8x15/7+kUtf47SGscNDyPU6ht/3Bj0trA9RX9kM5dGokop8uEx83Q+wdlSa+DL287DYvjxSwfIRqase0P9FOgFtPdatyPk627pMQzsFv34Ek6NiOB/98POw0kxPTi+1o5qYa+ZCKxpvXkgPV2ulMNpkVrY9sIWipDWqGQyMUe2tZCz5emxpVq1uY0tVSG1A4qQpEwkV4NvnpV06xw9vrXS7Gkn58SewBp4OlmMkUpprQwxRHKphNedeTF8+NVEDJ0oWRvDXWGcIu0Fc1LoADlGSl6Ia8UUTeebmmKwDQ/ZQ2TKlsl5Tn7mmvbW8UEEv4w2FGup2NYDTb5TqYLxeRivlul5Wy+UWlsjPxHIn5wjx8o8t3XTPMJSK94qwKCbKL/Htw0onBu7HJQZslAL9gYO+0m8J7JCeUVVQj68JgnjxJPWkDNnNDYp/vytKBqYVPj67x2ff9yoVB4/aoJVZG0wfm5M+4C1iqI8KUUh+uqCuUI2iS+XyrZ7nJMNX4risvaU+8A7h5fR1/Ogt7w/eOWgrTdH4EipGR6TMJp//BR4fjQYK0z2mCKpQK0a0/q+HTl8IptzlPIZqhr9vQP3HWVZP+f1C6ro7/uFHzf30Rj1gepIvyyKMRjUlWWxxCQ1OJVACOAsLbWrOM2O//Rby7c/Zn74JB5Cf0iZIA7G5F57Wu5pdH29DyOHsRxqjwNoO9a+gCFnw3c/Bb6KhfN5whtDiJmopL93LomYhSSnlSbVKOGDlkZxRntykV7wqm2utFcmJ0WDKWdQisVZCUuKaA9lpUhFOEQiltXGvBR86wZaiXjrMVqz7pWYwJkgKV4MseFYKWSubxs1VrbXwOnJ4mfDvDgR1fIiZm6s5u0SibWSY4ECrq5UZUghoXPDYUoB50EL3nTdVpyxuHnCrKIDNVnLx3kSDtWNUCfUBO0t29VweYu4KWCMwRlHRTO5ibf1cjNOKWdikD5oy6Jx7WTuZSqlZs6zJrWqbvEaK5NdiDFTNgGyiyrkNYORQ0cbTVIZPRuW5wmUQjnD6+dKqkJaBMF2Zu/wGWkfnRJGO7ZV8d/+NRKzIqWN2SuWJ8/Zab6kQq4VVGXKjSOmxJ14Oj1gM9SseX2Lt03a16J4tD3EUbf1C61NcxoNI7rBGWGROsAiI/t7TB6NKMay7pHPrxFnNSGIDtGfvhMipQDaGumgXG/3cW/IuhEcWmD9NSKLkVX7j16/SGNa/uz4SbeA3d07gmMVCHz9waJV4bsfCsaeiHHl+RH+8z86YqJNzswWCudFuk8anZtesuFXX50I4ZU9SPGkTIbc8qhTUbfv7Bm8ntbv7uMgWKqble4TOPCrgXH10FFry8tr5POXndMp83/+708YV6BCzFE2T4lY1TIctGZ7OROzeAu9h3lIUYTyDYDBGW6YTkjllvHqQHvK8l+pii1WXAM3a5JWLSdvUS1bNPkZbyMx7VzzhdkvzE74TKfzSWrNdk1MG9trJu5ZhMJQnB81y6O0dXEPnpqkSV+8JNwkoHTOVjoAUkGJ2FtRnuVc2EPkFYPz0sP+ZA1fW8N5Et3tohSfY2SPO6DQRoh2pYjmTy+6jSk2joysL+Td1FqZlkxImdM0t4q+wsl7KpGqIk6JHhTAGq/kUkg1o1ylbG2dTMJTKnslhowW/X18a/OcksItnvVlpWIxRnG2mkftWIyDmKVgutVJhuTanpj49ofCr0ri4aNh0optDzgHrlhsqQRg33emyfB6zfzpux1jTu1QLa2n32jwcJS9GQftkNHp6hP3KXEY3KFj2ZM+HLhHhYqJHz8V5qniLLxdM1sQL0iSN6MiflQ0HBIitQPSwzYIJJMPafu/MSbU3b8jbnK0rvK6L2g7zZqHxXJdN96uF86nwq8/SodO22RSc1U4o5g8pGIae9aAMmy7pFV/+xvNumV++CQdLEaJx/jmkcbvzM378ox+fwOglvs83v/RrRVQ2wHCrVjXK2uuZF/Yw462GmqRuqGa8GaS3uFlomjBKmKKVCO4iDHS2lmMjRhu0/CqLQYU3NpTlyRZFzmJpQQiZlA4XredSkIpj9aT6D1j8VYwsEpl3VfpfJqlhYzOTfh+1iIbYhVhz2zXRNyu7JtFWQheUtKP88wbbxL6qAKpwGRhlwaI2uwo7UjRoEsh7Vce/Jlv5hMmBuxWuFwCzhnOj45dKYq1XGrmp58MtSbmUzj0FGueTM1yfDVeVMngvcW0Xm59jpyxpCwZxlQ3agloDKEGgWNrpeRyUzCssTF9rRTOagdkRbxkStkAyFkE3xatcc4yO8MSKwuGf/v9xr5XUL5lFXu1AFjrWXf49sfMw0PCeYUn4apj0Q6vNY964cvllRIyn78kYKI3h+gYj9yD4ElHr+JYW9nhhMHJ4WBU7mGI7hENBYpBY+lrPmXNf/+3DUXCe0VpofbY29yFYcf7gKPs8v3+t/Z/UYp+pOSkY0avhD6m4gbBUGPMwr/+fuU//dPEf/rtzB4q1sLkFDHLIlFK1PyV0k3ZX5OL4roX0PC2Kv7n7yPWRv7x7xa0TuQySIjDVRwZsF6P9t7gDN1qc1v0fUIGwn/M5h3T9pHJK5ZZc3WOqbRwq8jEWmVJoXLZMlZr9hpF6U9LK5ZSiygElkLVkkIvVcBbo/WNK9PxDu88IUVpF90mP8bA5KWtdKmaNVQgUpLhNCWcdWz7dsMDunPnvWfVb9SUKFbz+EEUFt2kSXtGO1gvSQ4EA2qJTE8eMwkmc/7oyZ8zuShYHCVlVGykOzS6GD5Mlo9oTIDXN8O3XySlDDv/7//jxMNimbRGp8oPpfLweGEClLEIrwdmL62dqzesqTRJC011VVpQl3IjMU7Og1bSqbZ4Ss1Mk8NUCQeddyxOs+pNqvpjJl0ietLkhrWo9r+8V1RrLkBO1FAxofL8/IhVlj99u3NdK94/3NZ4J/B1GECKSRNVWR6qZrILORT+8O0VZxX//NszT8vCl9fIuoun3g2I1EaOZg6SMDninaP0qMtwdGMkRN/7zHT3hmBkfPu1hwE6FpkulJIknHeW9wav77Mj/nqzCPW+cqJDJd2D+pt7QqNlj7m5g7fHVv09x15kDjdnFi+L/uFsKCXzeBb+x9tlpRQREL+sO6+XHZGQ9LxthR8/ZT5/2cllosTK//hdRKmJSrkZmlGe0QfkWPyqbyeELJTRw76/r4eR/fMdZ5JY1twG0VonXk2Q+81mRmeNrYL/VOv4su9NI1kM0xETc8YicIWiJIW1YoAULYuhpfXKzeVGvCStFDFnJutup9fDMrPuAajEVJmsa/23NKf5RC4Zbx3rbpmc4ELWapSG/SrZtPOz43w6M/+T9FLfVuk5tqVCiZXtsmO9xc+WXAvTotm3SgrNnc8FTYa6omJlL4aXWoh75e1qKGV0xP3p084/Ticcin+7VB7OlcdZc6qZx3kmlMyWEmdrmN3MHgIXlVlrRavCvla81+IlKSlUjTlhkQ4eRk+ibBi7yJZBAc5MuIeFmFaCTXwJr+SQ0V7KQ/JeRd9VV7RXUmBbd2qAbCqfv7zx8tmRssP7M9AB13xYb33tVN4ukf/2PzL/8tuZnOGP325cVsFVvnoO5Bz58/fpZrhG1DB4dsdDVf4cm7jWcoMbhjHSNwPV1/M9JCLY0ljTcFz3gzBs7kiHfS/0kqi+/4XW0rl7x3sdXk/Xnu73/HNevwiYPmI/R+s4HnKwn3usuqfCNDtQSlJ+aKx1fPzas20bRslp/XBO/PjpwqeXwPc/GWLSlOKx1t3i4EED6Fb+GJIdBcxG9uwIkHX+Aow0/Tg5RuPFkYVQt8/lrLheAx+mGXOdeHuLfDgZJqPJqTIrTbIzWxrXyrkQkY1/vRqcE3ddWvmY29z1M0NCUTGsk5uIOWHaKbNMEyGKxo1Ck+pOUoVaNM4q9i2L0mBRhATUzORgjwHrHW6y1JzIoZBT5eXzG36RjiHLeWK9BIyHEivxU6H4Sn1sgH4o6Ci6OuS2BpJgBoZKCG/8tCaojnGSyiHw+z9eeHndefz6xGwsz+eKK4azcpyrap1oKwbD/hY5eYNxClUSs7G8odAKzvPMHqUKPKbUVC8h5oJXllRAKSdNuXNhi1pkVovm5ctP7MZCMZiSiVtufpAcmvHaWwMpdBHDn4mkrKjVkHNoIeGR+MrtOVNKOHdm2yP/+ofItku4bIwDIn/4NrBtkZgMzknqfahDcLue1F+2NXEAgQe8MLCeEX6NhhF9TXdjLNeBntHqa9IY3TLW3ZCoOyzqvjq/ezv6ztsRj/te913dMmOd5vI3zo51C3nkALxPDf6lEZj53Z82lumK0QrvNZdr4l/+8czHrxZMa9CWuz6vcXz/UyQX14oRj9ccRMT33T2OYPQ9Y/oYT+tbzN3B32PqErj1OHsvjNYB8G0rfPph5Xd/2qgsXJfCf/lPGpclbfvoxXNYg6R5af+/b1oqvqdOWhRVPa3bgi+yKYoSXMQaIT+mVMgVaQlUC1J4Li2XTREVQdTOddPMTjFZ6RhairTQWXcl7Z63SIkDsNwvGeM06S2SUkEbuY9iAIN0f6ia/SXhFgE2jYa0J+l7ZRTaORQFrQoExWIKNbzy+mYxZjmE7idyCnxzqhhbeLkm/vinDWvgfEo8nB0hZK7XjZe3yD/8/cLXHye2UPkUDF4pHuZKVRXjhZ5gdO8BP3pblVpRVZNDb5BYME6D0pjlBBWqFk+qEKBWrGptv7Vwk2pSZAW5Zkyt+LlgVSWX1vyA5WY8SpFESG+FLqHN1LR3/O0wA8+2V0q1OGduocvR2zmu5/uuMiMEOvLwRpg09qAYoL7uB3evJ2zGXqg3Jv7Iqh35cxKaHo3QyNyN1l3DGRh75EgR+F9CVuzxX48na6U1PhtV6OqWbWpV1LWg1Mx1K4QgAui1wo8/bVij2PbM6TRhdaGWxNs1tRTl4PJ0ETAZ6CYa9S5O7ZM63MT6F/fdrzNOl/tUo3CDuns6ivbEqlesrSyT4l//sIl4vdFc18r/77++8ne/MpzPmhgzXmu2Hp5KmgGlDKcH1Wqh5DtSzthDXzVnxIClmNiVsHpTlHSysUNBUjdOh7WG8+TI8Yo1zQstkgZPiBbzvkbKFqV9camU1NLToRB3UdXWkyGGQnIecpDFqXWT9HHEa8YtFT1XZmcJCYyRAkxdM6hCTVp6o1nppKpvvDCQTJLlz98nrI28XRIhOAKK6wrf/9g1tD0xFX76tHOawRSYi+L5nMm5Up3Blspp8uy1tFIaaTyQ2ukccySkzOw8kzNURJr2YTnLJqoVqzTr/kIOAeWkjlDmSaFt62WWpHymZpht4mQN1+vGdVPNuxngbddI7+nzfjD26KCHJgOXHN7P/Vrk9r5xnfE9x/1wzFYNzDDf9sOxfnKEXUesaBigUX2QbyGmfG54Wj1M695T32O1DiMmHtwwjiMq+uuvX9xtQxD37ur1zfFe4H6cukpJWt37h3aDhe9+3Pn8urIHhbORx0fFtu5c1ooxS3ugfiIce48d76fLR460ez9JjrG24DMjpXmUBxlNF8ekyEmRbwPZ36OUZg+lnRTjWnuw/O6PkdMC3sFXfz9hJkfKhr2Jt133Rt6siA6Ok8+voVXka9PaCzlKEWOYUsFPRmiOjQZBbQJeRbSaNRXvPfu+o43BOoNt7ZKLLyz+gn72XH4KvF2FWFeKeAg1S0+rfK0k5aBaip2JYehsa1MxdSOFhLKgfWW24onVKkWyJUDGsUXIK6D0wZh379Xx42fhe3Xpz7HAB/hqtOfLy8Z1vQCah8fMrxaPtZY9GLRTKJET4lOIbA1PE/qCIkS4rBeolVxsUzoQA7lMMx3TnJzn7adP5HSVjWc1NWlqLFQrejsVUKbyxordLaUIhaSUR4zxN29hcH30zWCUklva/di+CgZMcWyZLGPVfybeSL5hR8MIlduae09NOZIK+4Hcr99xnc796d91f3jn2730CoYjIfm4p8frvjZztO7SjETR3xgTgnugbGTL5O+dMzDkNWgPXLkXNFfAqWnUyKb68iKV91qXmxc1BLRL86AGIC0LWyzxUWwfpDCzn0qDxyBG6Z5C0FumHAtte+X+2BjDrZ75w7cbFZFpPQ5FLo63a6XkjWlWfHj2JKs5VfgcYVECgIYqgleSFeu1a8NDK0UKI0MJxLyzxYzV0qtMK9EXmryEG1rJ6WO0ZZ5a22nkJK+lcJ4cdnki5I3H04m3l40//+EnUe2rI5WaUmZSkUoCbbA+kbaKSqCdzEeKnpoUNSw4vaEtlJ7hrBZUJCGb2eaNUs9tHDtJNCMGqG+EkX3s3kHP5ji3AEKy+/J54+Vc0Xbij99ufPVs+Pu/PxGp1FyIOWKqhSqMbu8s5+VMiKHvYKqqrU2P4JI5Z7IC93QiXxLsu2ymWslIK2vtGmKUKihINmF1xZtKLReMLTw/CCv+86tvh3Dnl4kn0ddvzqMBwxHH6TDDcW8daS8jydMxyX6dQbiVBJG9jfPoTsPtPobHI/tU9oW5eUz9oD6ynt87ML1ESvbz8O76v3thu9xHB6p/vpzHL2wDfc+Mln+P9OKw9H3zHi1+NwZHbZJ6OC0VvWCug9DdGPSBPcq29pPlmOmqtbZ6mqObKPfbO0L2yTzG30ew715j6HjagNbL4V7HqPSJVtrz+z/uvL1mrFPUUvnqK487Wy5FVO6uWQiRpSO8DLf8um3CjTGQY8I4WWApBKZpBm3Ywi4923WWlHZROCcbTNq7iN6zaiC3Q6QmHj7MPG0Ln7670u2qQgyW9VJEmrN0+iq1CXsVKUnRdaeogqobUS1YFVqWslLS1qr6FVondIUYJkzrG59zgBqoWHrDw3Eg0T43tMr72hFPQvGH71rTgWr49vvIDz9+5h//5cy8VDat2VMgtvnu3KqUMq7x0KpWxJJwrXtqzInJWnJKKOPQNoESIN7WVkJTJBytqq1PVymhgCpMBLwrWOtZgM+vIi3S4Yi2km7zaq29HZx93xjzfl2pm+dz9B664RgYy1inx1BOvCRzw2uOssvvWc09uybXuQ+Z3jsP3QnoCZzumfVnu+FxNyNobtfpONLPef2iAtb+Bd0oyIOpG7eh/7sbpA7wHkGx7jr2UG0M+nv3bwzSwHTU7efvQeOUUmNTj/Bq3Hc9XPs+ZTkmapw6RzxoeFvQCWb9Osd4X7wmh1KGTy9724CJy7ry4cnhP1jmSWNUQTvLlz2IQFst1GLQOEKszIuk2rWX4tVSCnkP7G9XysPCNHlS3HBTpVaNavjL5LzoNrcMYC1IAapxQlhE8/RhYn2NaAPLoyVsiRgqIF0nylXKHrTTqALag5k1OVYIgCo4vRNWIS0WVdGTpgSotlJyxZjI5F4J0VGqZ1kUXz3Cj583rmtmms53i3SIc7UFaUcGVDb2kXYhRbxvrytPi6gEllJJOUKtUr2eDTU5vIFlMrcatJgSFs0ed7Z9Y55mtJ9QTlFfpDspKGqGSsZ4LcapAKGtTV1JWmrg0rXgjSfFFRSt1szcDrm+xoeHwG3N9J91L7BnnI4F2d1YH7GV46H8PpwVzz7Ta8aOh2s/sI98oSOZsEcHx6xYDwu7SuaALeT9PSvYM879O7qxGs1M//rrF4ZjkHOid91QNyB6bEYZrHJbPH1SeurxXsSsl0f0MGv8vXsqPRzqBMVjdmC49CPbMFzdkRmTP4/Yj/xMgLg+8IMH1Z+hu62qKxrm+8k/nuS9slkmUKq9nZsJMfLHb3d+XSrf/Gbi2U9stZCU5XOCqqT4VdvCgxetoFwKs/NNwrUyf5xukhVPi2Wynpyl8tk1bRytdRPWynitUKqQchLPyHhqLfhpwi8dB5F6p5whbnIw2KlIf3WkRqwmiJeCdi197RS1ZOmttYFUvCuULdSsyDqjgWmunE+Ft3Xn11+fUMDDqYrESCPnHQWy3q+fvq7GBuhGH+ap4Kwm1kKpjdJQNevrhQLScJHC9VqZJ09obbv3tDF5R0qSjTTGSoOCEMUrRULeYmoTjAOclHlAxTpDJoNXxCppfhQ8Pxku15WYHN6fbnujr6FuTDse2u2RrJWj3g/tM93g9iLRznP7972cXvYBPQTsBy6HNXof7inVoJBmWAZu9ZelGb0pRU/79z1gbZdzHqqKR1jmPX/oP3r9ImD6aN0GYDtS4v3mx40NAO1eDG3gOmOABmDWrz3Q/nx74PcA3+AwdA9JNfElextIMWz6biLke7n9+R5Mk8Echuto6WU8Rvo0pcgIO8eGkpNJJDnWNRIvhaQLp0dNTBqjM3vKuDmTS6IoxWIX9rQzN/GyySmUyvhGH3BWSI5KK1JO1Igwf0tmcZbJKawRo5hLup1aWhu8nTg/zXz6/kL+LBkuazXVF+wkcqkl02RfNSGJAFeO4h1oY7CzxrpKTrVlyDTKSBZKeaBIyJNdZfKaUHee5xOXq6LkFqZW6C2+jy5+P72PRNRj6G30zn/+R080lVelSLlgtUU7TVoS+6ao1WONeLCfPu3kIkoFj8+O2XsJQWm61Aq81lz3jWwCJRdKan3sChhrUK5SQ8EinkraK8ppcq3sKfK4GJYJvvsxUUpCtUYFPYXf1R36mhB8rHvV94J6PWQaeM0wQJ3H09dcx9GG0ujAPnPz6swh+3r0gGTfjeTNGOdOguxh1VE+eQDTPZt8pAqMiOQ9g/uvv34RY/o+rcdtg3eVPhnQvrm7IRoxb3+IY6jYXdZ7XsIRLB6o/vEzMAxfT1d2If1RR3avbTImsMfbPZw8LpTjppD4fRgzc0v1dxyqe0L9dcxcjBPM8XZJ/LfrDnXj+YPF/+rEVyf4FMZzlyKpYa00ISdsNQ0EXzEOvJmkz1X7n7UGq4TBXBGVRIUh9+yfnuTvuaJUgap5fDjz9mXn+iW0+jepoN8uUr+ktTxzLhVtK2RheNdkKArCVXp1aaMpFLJKYoT6/LoKk0ZNFW88JkgN4Lc/Jow5t42UbvIux+zRcdyOWcseKhgzCRVAw2Q0X/bt1uFU48m7ARVEcraIVhNKkQtctyhYzO07C5NzVKMopxP7NYOWJoXKCiid1la1XsXQG61QucIu6yFR2MloVXg4W768BqbJ0lnKRwXPsTGPXt9IgPQxGGRAdQt3jjyivh+OY3SP1Q6oYIDXg0N3JEOOSKHeXXc0Mhx47lGQsGebRwKn41Jj//wvkfIYi6O2GxHrKP8WI9BRchi4USdZdYN1tKx9I4+UZT38frSblhDpqK5YuLXSrWMioHOZWj8o09sN17uFcMwMjZS+vN6Dd1LAlxlY0ZGJfaxuVofJ4/D7HubN1Fow1vDy8sb/918eKdYQaiVWmJSEX7XSunFI9suaimLB6KbLjCKUHYWUehilOM8isJZLYU+bnPYVUJ5cFbGAVhXXxnaaLZfPgZKqBKqmoJGC0RSyGKeiBKAtYKuiKihWoSdIe6GaKtk4gzQFcLWl9TUuO1yQIlCbDT99KZSica5vhrE4xyFR7zZbD79kTkdKH6XYcyLVjFGKy7aRYsD6Gdkno32OhFgGOxWUlj5mKSdUqaA1qZywWhOKEkmWSYyPrpqqKpgKGdDCineTEg4VlVqELmCWjDeeyUqf9+u2o/V02DPq5nkcjZJ0hZHn6l2Le7Rx1OOCo8G4T9TcG/D7xoMd1uiteEYkczzgR/nHfcHpiBi6Qe33fHzP0REZ4dvx0P95uNDPlnftbnI3HEeP4x4lH6k++dnYpN3ij8k5Zsbu39MlKnutWo83hfMwtIK6VEEf2D7RfUC6t9RPlj5YvQD3eCL1+x2T/JdKAUcXuqdhO9jYT4JBIziOi5A75VoTf/79ylw1X3uH14qUM844XIu7rQGjM5WENRUUhLyTSqQCuYp0654zexZJ2FAEZ8glkysULKUqKpCK5vMKzp5w1mFc43a1msWSKrWIsBeloBHcyHmNqq1dcsikXdjW8rkq7GoFRhmcs5znM0+nM5NxmKT5/FL58qqwdrltpuHBJmodnUP6/B8xoqPXHFPhzz8EqU5HWNOP5wfmZSFs9qYioFU3Fgb0irGJ2U3SG8yLYFeMkdfLqygYaEcujvDWDrl+oM0K5aXHojaVkluIUxUlVdJWyEkOnsenhX/49Xyrsu8F0/KcIzvb19SR+CeHonm31uS91krWy1p9GJ8xJrIn9d0YHvHL44HZ12/HMvv39EN8YLXjMBiezcCPRjXCOGy7MTwmk/7mntB7cOq9QYEOhvXuGAMzuU93D/e04z/99yPmPYo89RCuHjZ8vXld4yQYiP4YlFGFfiy6HSFip6j3iZXvGp1F5HUf3knM3GPfzo0Y1cncGcWxEGj/LljrMAZMrVjgbEXWNSSpjUIlMTQqYKyiYjFYrLZkElSwWtQmQ94IJXXfkaomco2Agla5r5QmJMvsNbFEzh88ypz4/g8XtIVpMWKEKKRY5TuzZvKVEiEFkSo1RlGylJ0UUygZjJP+7CVVSkjk/MYWDbOe0Mj4WuMQxci+ZjTTVPn6ScTvPr04YpLM5niPzFs/bUG872+/23l+tvgHzzkmNqWpxZKClWp4JOOo0SyLQ7tEzJHLdm04Ic1AQU6ZdVtlTVpDWhVuqWClpVDeRS1AKZgWS9ikul9pLWUvMZOjtFFa08Zkp7bO/O3g7OFQKfouozTwlXsC4bFBQx+L9731ZH8c2+2MMO7oEAz4pO/JQsedhgJqNxq9Q84x8zyIuu/3+QDTj2Jqiu6xHT2iv/b6RX3HevrwSHaSgTy6jf39vbalHFD18bv34ZTW4zrd4HWrK3gSt4eTQT9KeXQvaHCA+mAdvZPBSeqeHDcXVUhf3WB11/I9wWy4uSPkGqUYw5iN1/CShsdldOGrJ0UKgWol7WuNjIFkxBJKgbPyGd2aHcYSmMxCJjTvJt5aIIeyU2phMjOqNkpDzXLCJ3hYCt4ovDUoTrhnj/OGGJMwp7OEZvtaKYggvHUae9K8fgpSY4VC50JNhcloQhHCotGaqgopFGrzQt72KyE7Ts7z/Kj48ja8w1IylMhXT549VLaQCK89C6pbIuJYCDnG01hDLZqTNgQd0Ro+xwmlNrhlhiqFinYB7z2uWkKULFltc2CNEZH3XMTbQwtJMWnRnNaNBU1fd83rVhVjFDGIxvWsPI/LxOI9P37OxJCY5vl2OHZP4wjmHr3nI2jdM8H3kMTwTKTAdWj99PG8bz7Y193RCxnXOGbigLsxlmesNyMl9ySHfYcvutGSLrDHGrV+L/mWrfu5r59thEbqOt9i0KMX072PEfv2otKjFzNOgvvit+OAHHGeHs6NdGUf/PtTo2fARrZgkK24Df6RryFFft2AjT73fSDHJB2JmP2zwzgdATvx7uS5jh7aULeT+0q58OVVFO3Wmtht4u16xfsJP1Wck41aqkGjheejDLlm9rLitJeN3NjAtX1fyIFaK4s53RjZDnhYHIqVXCJrqJymR1IJGKdxfibGyLZHNAo7V8Jmb/rTbjY8fT1zfQ1YZ9lqBtFCx1ZFfC2kqXmQxlKSsI45QUmFl+uGAVzrub7uYMzEuhfWvRBC4HIVkqkxjpzft7M58mIAJv78XeHhXJgzzErxT19Z/mcIbLm1x9aGUgz71WF0wHvL7Gcu64VYhIU+TRM6JUzJEDb8o+V6LeRQqVfJ+BmjMdCIp80rSRVtKlZbPixn6VoCbHvi7VpEIP9dJlj+pEEJ+u5APkYIY52O0Ebe02sxh5EZyZh+CPboId/W/dFzul/Pw6E4iqH1Q7ofvt2LgtFl9f7ZuD1j389j//z8AtafjQnJjYyUbwdh7weFG5bSreuxj/XYyPU20G2YbgutpyL7++Xf+baBjyfHEZvqhnFwShRds7qDoT3NP1L/900Zjwaz39cwQGKsRmiQD5MwTrRhjGGwwwdoB6C15dsfEmsUsh8u83B2xPTKdbsQUyCXTEqRlBOxCpdFN9A1lUissbWBlk4WVlsWt0gXEAVVFyETaoNWhcXNYpjaWFstNWtaid5TKYV9lzbD1qlbj7FaKn5WzGeL9Qq/GIyX8GR+FP6ULQpdNboqvNM4qzG7JplCdoXEyml+4zffZIyObNsLp0XCvqfHM18/Gx7OGa1WFAFjKjHGNsYDX+kH4bbDf/3vL+StMhX4xin++ZuZ0+JQyjaPIRNTJEZz63ixTAuT82hlbqHvcj5jTlrq5JxGTwq3CHPaAFYLuK2NMOBrrtQCT9OM1xrVqCh7iHz1VPjNx3pbLx0DPBqQY5g2DMfAXId3Pw7bI3Z0XIMddzlCFZ00Ocie9x7Wfag3KuGPkcXY7/luXxz3Zf/+7gQMY1tv1+4lSX/t9YuyY/daO90QHVHwbrk7UfG+2WF3746o+V8OKLdJG8bjPXg2rnu8hsTIvXtFNyQdb+oi4b3Ylrt7OE545x4dB1eeayyMwRSttxNinG7DTe0ZhgEoKmLcsCahcMQWTmmnObWykC2I5GgJUkIwnRzmZKRXu5Z20A7PnlfWeMH6ZxknFKoaQhIdZ60ruSYcYnwXfxJ2cfMcdTUiDn/zCAs1N/zHKvZr4fWnyMOzk9BVgZ8N17fM+hbxk8EANSisa6c3GuMa7WGvmMXgJk3ZC9//lEQkzME///1Cyjtbsnz3Y2byin/5rYQxKW18/ymybgrRlJpv+IRsVrisjv/6b5mvngv/6Z8txmSez4VYA+E6y2lvQNtAzCIKJ8D0A6UWrpuAPZWKtjPWZB6+OXP5coUMZtLoonFO6uRyGxeqIgXYSybuhVoqIWb2kDnNjsmb2+Y/RgZHvKavnW5kj4deT38fmfs0QyefHZ5V3xN9zQ/oQQy3tbJfB940oowjjWCEVIPI2w/zf78IVaKBlIZu0MCM3zO+//rrF1bRj43/l3jQfS1Kv6H+9/Hn0doePam/rAM7hjrdYxmVwLVxeO7rWo4Tp/Wgz+fcdVX+EizuMfNRH0ZrTYwC8Hapg5G1ua8tO4aMw0jDMb4fpQjdLVcoo9BqZDCEUOhp5gB3ar3sSyZXSQXnkslkFAWr3c0TyiWzp0COnsk3LKlWTsZg9GCAS/8y6XuOooUuuW1aRcmS9QGIu1Rzf/5hY5qFhKdtZTkbtreCsYrzB8f6JiG2dQatwXqZo21r1dlBkYHXayCnJg9cQCvNn74PpOzJW6RUxVdPEzkX9vCJ5wfNy5ukvb2fb2tD1qJsmm3biDFJRssYjKnY+YIUPSdS1lQaoIzoeLtWzFpLQVmNVZYQpbmlXRQlVhFvy4XzsxjG9TWz54RWmmWeOCGSHpO3eGd4u0rr5+smrb217g0K79tkHcP7457qpUMjEugZ4m60xmEpPzsanIEVHcO8kSke++YoZjZ6hh3FAv89Tl7HPzms7yNZue+NIzfp5wdZv4iseAR35c8RB3bL3MHa40lQG/B8pJz3bNiReTwA5bExewjWsyr9+0Y/Je5Aun6v/Z662zsA4iOYPbCq/l6lepq+l5uM8o5+byB6vOKiHoHvY6bvvfg4t5NHa8e6Jb79PvJ3TwsPxpJVpeoqzROto7VFpMf4Wmly7U0WpWe9056sMqEEVNGU7Jg8eCcC8jmL+qLWE7kkQG7WaIvRlpj2tjktYa3sqwDiKbYDxiqMhZSqgL5KEdaWls7t5NXw9HECVVHoG4i5XhK2zYs9aZg1yhbKGnHWUtLGNcDbVTWDofifv1tR/2z4+sPEr3/1NdfritGV10tqmNE4cXs4fj7Zlg1r6gTGCKhuNGFtpzWKUKKc3jljk3T4NQYqGa0DWiVSClAUJRX82eGtaQxvjfVgnMLHibP3lFhZ94B30gZqmSdSLly37u2PMoihtTWUIfpml0LfewMz1ucR07wXsj/+OQ5f1d6rDu8Zod49zHAMzeqtRKZ7Vz1yOToQ7+ksvctxSkf45FgP+PNcoV9khI4kquH63dO+jwZihCsj7XcEt+6Bq2OhXrmFbX1zD6ZnNzgd+xnXfA90d0yqD+L4sx7AszHw3ZDdD6Skjo+hGNA4R7Rn6mD0+0kehbBHzaV+Ms5GY/YinoN17GonKlD0FKxU2utuhIq470YL+FwomGoIOfH6qnl+tFhbbrhRLomsLDZGHOCMIaS14UQWZ2fIgdk79EfLl5fP7FuCWkihkhNsJQtO1AiPfQ7tQwsDqhAcUWBMxTiDn7rMayVsmWmyuNnwcFbY1bMsC/u+s4WCNh6NplbpL/bf//XCDz/t7XSXPmwjvBGvsGNDUNlDocTEnoIwt2vPflnm52f2sBNzIsV4t56VUngtmUrrYA/S7rlokbKtO9RcSChSrOSUb/3KYsyULD3b1j2x7ZF5cuRcuG4WSceLdG5fB71ioHsbI4TvB3XlaFyPXn/O5eapHA+1IxdnFFe/PxDlvSNMGhHH+703YJZBIj4aOqV6GNfXgfz8Puzr+7S+29//969fxBMahLx7d+yYpjtmmYQrNEhO7yvm+2bsHlU3ZuMkGUZl8C0KwwsqNwPXNVeO5MR+P2MQ+32Nmpmju9mzDKIEIO/rKcfuYo50ZrlN7NH49TRnN2hK0eQchpEEjTGKhwfLohwqSUucWipZVULtXUDtra99rVLvFHMhZGmXM5sTlUqKCudg8u3UxlJV5S28MtkZ6xyFIiUh2pJzpCjRojHaUkrGT4aP33zF9bLx8vkNZTL7JkWsqEoMBa0qOcpzns4WaqFkAbG1klKOvoGWZZJeYtVQNmFg++wpynC5Rs4nj1KZT6+wbTIu3p8oJfPlNdzCCWMszk2HMGYkBZxN/OYbx2ve+VQjOTuM1lwvV8G5pgnvPM46sssi9aF1m58otWd+rDdVoeyNWErFlmaAomxG5w3uQREuEZMNi/fgoZYiTQlq5TxnrAl8fpEOHUcWeMcZSztMOoDc98TRy+t1h2Ntcvt9PyQ7JaWv9+H1j712710dvfx749Ihh2MXm5GAGpmz/vMOWne+XOcKjTpOzTHL/B+9fpG8a794BzHvPZ7uJQzrN2Leewt8bC3bGab3lcddYW4UyHbQbhjBYTR6jN1Pgn6PRyH7I5DdvZ5h+OQ5esnGIIcdeUH64E6PU+ro6fXF8d5t/cvFIfrbf/pux2jF0+OEKUgVdxXmtKmWXKUItdZKViId4Y2XVDyizBiDRWmFtTt7UqQa8Xoi5YS38t7JWp6mRaQv6vAyUwoYbckVFAWjLE+Pj+QSWK87VClPiKGwl4x1jZ1uKs5rSlbs1whoTo8OWw3XTxFz0py+crxer2gck/XoDX74Uvnp845ShuenTEqWfb/PHNUqvbxkXjvDnNtcyyGhKTlhTGbVih9L5i0kUJnnhycA1n0DRZP7KDgrDQ0VFa2LgNSLRuuKNxPBRmKMqObNVq1wkxwWtWhSyOQknUfOD57JelxTT/zq+Yy1ms8vK1pbLmvl9XLEDQf80JsCDm/jeNiOvXPku3U4YaztntkaNZtHFceReBkYaT8gRSrlWNM5yjpG2p5393FPIu57e+y9oc8+rnv0tP7j1y9WVuwP+Zeg89Gz6em8QTrrg9RdyqPy3PBMjuqJQ0Kgv4b40zg93lfxHsOpY3r+PWAsi/p+oodLCt1QjSrlcojlh1E7kuqO1r8/Tx+TEd+PWDzEif/xu8hv/w5+9U1rimh0w4OkNstoyx52UJWqHfvuUHUiu0SMmVQiViucS6QqrZDfwo7KFecFt1qUlk6wVVpWU6XFdMfn5L4Te9lwdkL7iefJ82pWStkafiQKALpofJEMUQyRnCppTzz5M4+zxztHuGaCStKOes+gElMyfPoSqZxRyvDyNoDUXiQ85kgxDrumOGntbTxrhXmO/NPfe64e2M0tRLtsV2xrYdPXbCqZHDLz5DjNlooIrZUCuVRiimitsM5Ka6ckHKl9yxit2C9y6m9vIuw/zYYPjwsxZarVlKpwRqOfNZc18fK2U+t0O3x6+nzwfrgzrgP77Iqg9gBFdBmQIVFzDxvIIX5UEf1LwzKwn+MBK3vqqPl1xHUHnDIqEeSOR0QzPKqxB47P+PNIi7+wbGM83JHnMJjIY2H1zX20iGJ8xiI7gtylHPGiY63WGPD+7+Ni7Vm0Ee70Qelh4Ri4e49tUOrvMxfHbh0dTJTvPGpLj/j6ONH31Pnx3AM8788w6qcsv/tT4Lwo1KKY0MRcyVoxKUsoUQxQhZQU+254fizEhIjvO7kvzQxAJOJsQpUNr+BpOTdujKI2JcWeUtVKdH22nFBoQolc91XaMNmJ5QT7DsYE9teM2gUXSrWSpgJVQRUAO21SfW61xs2G8zxhiuFaNi4vGxWLs5aQRplCG427ue70iJ4I6Rjj2NDdY9JM3jEbjZ00F2f44brJe2vFWSfeT1M+yDVRSoCqsE5KL/rhWGth36XjSY4ZozTOWIwuzIslthoxaw37NXFZA88fM2/XDaOlkeWKAOJ7LK1bjL/bA6PUiRa+/CVmMjybe2yo77ueBOnruB/ox8xs36sDpjjuz76XhifVX10HSaoIhmh+dxKOiZl+33JPvRC3P1e5Xe8ed/q/f/2iso2+UI7x6zFr1QfqyNUZBaHvAa4+IBnpoDEG/y+p5SNO7ih+N0TlsKmGuziM0V+yPIeh6IzuMUmDI9QHdXhyEvOODq792u8nRRipx8LakXYdi2OMnQIsl7Xw7A0pK5y2eAPGWqyxxByI+8Tl6ng8ZUqOaFtaKJWgZiwOi2W2M5qKcUq6Sxi5hkL0rWuVVLVSNI9Lk3JlzYFYRATNKEPMsEZPVA7iDxIqlnrL0qVY8LNuxbaaa9qZNmlT5J3hVCZ+fXpkNxNXndi2xLYk4ls3xkdOylBCGFyW+4xpW4V0wD5Eyx+/TfzD3zm+mhZ8dSRlSFVE4XJJGC3PflogpivWVKxLUiHfDpXJW9Z1papKXDM11xa2FbKCncR0MsRdsCGtDc5Kl49lFmF+UKQcuGyGH34Cpac7j2Xsm7Fub/86AMB9zR11lGLsWlVS+9XX8Ehy9GqCcTDKZ+/XZQ+fhsig5j1/iVaeMva7ukvp9714dDrG/Y/nOWYGf87rF4Vj7zVCult5XCiizyMyod2CHkv9O7YExz7bR8N0dCnrbbP3NKLcx8B6hpHp7t8gEnbZ2TE4R1fzHrwe5RblMIlDhqR7b3ItdcOPjhnAfq9HAzMwo3ECHk8wARgrL2+R61q5bpqvnuHjR4MqMGvL9e1MqYbfPlX8NPNK4VoCMQc6ySymSMmVabJ8PT0AE9ftFa2FkKiMFk8k9jAMrPHsqVKVIVPItaBLRRvPW9Aoo/n6Q6KcJq5XxX7N1FIhitBZsYIxlFrBKEIuOKVZt4S3G8tkpRREG7TObKGfsp1J3EOEI89ldJ04Jj560bKoH4i0SyoVraSGLpaEthVXwVTNFhMo0QDy1pLdCeMi3rZuri3czUX0lKrSkBSFgvUWCzhniCGRokiDTCdN3mBbM1/qxsNZvJ2YRIb3smqUXu72TF8Hx3V3TIi8p3YcDUitolEt63h4JEJEtDdiY+9l3zf9+Pw4oLvX0vdLSrRQ6wiOy2tgl8d5+fdwK8mW9bbwR0E0sQV/4yp6oYTb28MMb0Q6KfSb7HKT3cs5un3dc5DXUHE7DvxxkjomIwPbB/mehyMTXO8A5aMn1Ibr8J3Q8aB+v/fdB4Zi4wDYjnwJbp/r4zKY3vdGs7/viG0dVSO7F6CU5uXN0ZUH1i2yh8xXT5anR8+zhh9fE3/8tvLwBN/84wMaS1aZWAJeT20mC64mIGONw7sZq93tuUspODPdOEi5FFJt3CRtMUo4N5nMFuHDSaFVoaqZEBLFSzZMz5r9ktnXjD+1sKHpC03eskcp/0gpo5WkcJ2zUEW6Qyl38EjH6Sl/H/N2DHmhMjIw8t/zo5wsKWfWemFLUtA7eY0zhlKiZA9r4bw4cgUR6ijkIqqMrhFAlVIonylKYSaFjsK4ts6QYyGsmX1NOOOoIdD3bfeUtyCtoJWabvN/D0bT5ruv7d4pY9AOOu/sGD5BM/QHNYnuCR2zVP13fdyOVJD3e2tEDfVubfa56F5iv/9xaHdsteO55XaI9nk6FpH/XJ3pX8gTMi1m7MWkimGARrjV3cnupR2xlu6RgMK5IZlxDJeOYN4x7OvV1fK7IcDdN3y3/LLhjgqI6jC545QYcWy6Ddwoyr3vSQYdR7rPenUOyyjsHZjTiKXH+Mh7htGSn7+XS/D8+Clzua78l0lLlXrqpQaZ3yTFPE2EGtG6oBVYbTBorNKkkki5kHKU9HTJ5HLFaMcPf4Bpdjx+rMRaiKVQkNIR38S4Xq9FQFcUpQYueWNzCpTFp4qbNNPkuHzZoWXPNIVQo+iAtYNoD83j0I5SFNteke4s78mk44DqG/S9mqbss3Ew5CxtlTGWpDOJglGJuO7E7JmnqTWbjJRSedtWnHYoq26hWqmFLWw4a7FasyhD0pnz4lCT6Htvl0hORdocJYVRutXHGXIpoptdK84qzrPiuieUmm5z3cOsvhaPonmDdjCq5e+lcv59nLWPVd+LfQ32NQp9rxjer9uxPsttn4yM7/BG+0sM2TGDPbDPIXnT9/W94fv3Sz7+8vULwjHZuJL8ObIpjyS/EbO+B2yPg9i9AekPNirfb1N1SD92r6QD0Md4WAbpmJ2y3OMJR1KWgJnHiRzfOYSghmD9/cQN/sMwlD0tebyfnnGSiZH3vTe0/Rn79TsoeKwj0tqw75b/9m8rpxl++iLf76xCFYVHNQVEKdtIJeOMJh4E97U2WO1F8qMk9rDx9sXw3R8UH2Pl8VcS1lgsaNuuI4Dz42Mk0sKMENivEVcNViviDilmYizkrJknz6QsBDHeohKwskyOmArzXLiukLNIcfSxOGZq+qHTi6TlPQOE7V5R90qVsnz7feLpqVDOIsjm3UQMiZwTpUojSW0UzlpiDNKbrUinVu96u+iI04pZaZTWnB8s1EpVGqUr2irypXJ+9jyeFtSrQje6SC6yqFWtOGewNlPWInK4bWn1TS9rfGxya+1trxzX0NEYwH2CZYDAx8xVxyhHlNDHaHhGI/wb0UX9izV3xJHGOu6aTscD/L2zcXQc7vXhf87rF4Vj3UMwpi+GozB9H/R743B0S7s3cGwIN8TJ5MGHazlwnB43D/e9p8Pfi2AdJTwGmVE+M1zaozh4f/UJHTILA0vqoHgf/H6P/55wUx+fsWnqHb5x9Io69iH3O1oa9c/Walk3WLfBZfr8UlC/u/C//ZePeBeoxpJqxBpJx+eS0NrfFmHIe5P7AG08y5Mi2oQ6V9a8QwWtDFQpu7hctTRALIFSKzFHKUbdIKfCWyqoRm3IKVNVxS0zNcK6RbYgRiTExORFtvHTl40/fVfRZrnNexv1u9DgiDm+T2R03KiPn7xX1l8qAt4abTBWSlqkDZCUoPh5oljT1kCmrJX1dWd+nKhVWnJjRVbXaNPq6QohBp6/OhPXN2qqzNniFyOkTBQvbztQSVk2/nXjNk8jlBxrZcABRwXQ+9rH4VUMA9xW1u0Q7uv1aFhk73R8te+Be/zmL68vig7dUHYPrJdkSdv1Y6jWPdHuraqDUXuPdR3Juf/x6xdIeaib5Tw+/DFu7Gn3/pAiTWnonkYfjOPAdm/ouLmPUiGyFmXh9XRhrUOMTIyH2FIBLUfBoLqB1epugAcg3gZBj9P2GF8LHf2YdhyV9d3b6waqjQgjzDs+73Eij0ZW3TzCvkCOWMlYVN0LU4Bm3eDt8xt1TaTQFd8akGk8OWe8m1n8+YbL1QprLky/znzznyp2akWqJRDyRqGw7rRupYpchWFda+tKWhVkRU4QY6KkClVRC7xdd8nEWSO5PqNv2bSQCt/9UChVZDb6M91vpqMxuvdSZXwSI+Tup2/AmshFbaxKjLBS4vV45zHGSDukWtnjfgNMT/7M8rjgp4m3P6+k10J4S+QozQL6wdoziikGvv7NgnfutuGMlnBs8nJNZyVE+/CkgXu52r4GjmuyG52+HozRfyEUeMR0+trqe6avHVlbsq6HIejRhUGaLA7PvK/Z3qFYDE8+hIbHQ3DI04zwcITOg3s3CJd9LwzP9m8MTA9Xr0/UOKkGWMXBtZQBO35WBujINB6ZrYEHDG5Iv754CZWxgce9HEHA+5CuD0q6hTz9Xu4NjbkNYv99PyWOln2418famgHYHRdQr2cbn1G3ie2ewDGL1sdwjG29faf8Th8WXOXjs2gLxavFTQbMJF0nlIxTLpEQd5yZOPlHaq3sNeC04S1fMdVQdMMNlMEoiykn9j3z8QOkLMbIGIfXE3YJJB8JP0V0hpKVVPnPIgurmuEX9b3KsvgWrmX2PZGKx7n5zjssTamwj/+xuWXPjB7nWClhk+csdWXOJf7+tzN5KhQlcq4Ak59F2ExZKgVvpXykNrEzp51oZD8FdAyt9izzshWePsp4P5zFeDnnKXVrSRnBg65bxBnNPEs4Jy29hbC47gZjprvDVDZ8X7s9vOnPNbSg77FGGaOuXnisPRyHbMdc77Xe+/rsB2PHjgQT5bBnxiFcWh+2kZHurHrBjoYhPFJgxl56L4Dfvf6/OTDdX8eTaqD5R3evD8bgyAxgbdRe9UXWLfggV3XrPcKg2+M1r6hPQq9N627iEdsZHJ1+P2OQunHoTFC5dg/xRjuaYfkH+N5PiC5heZyADjq+l/4YoWUfl2NNndz3EVfqLNkRxnbjJuP+0xfLyyWT0xvffLPwjZmJOlFNhqIxdaZmCCFjFVhv8Mw47ahAKplEpAD7biCfqKXweBKQ3GmpwdLKUE3iyRm2APFrzetPsjn8bDC9Ad7V8DB5tl1KTPY94pwIqBljMcbd5k/GvnupPQzLt/D6vsawz3uDAmrg+SGzRc3HXyvmR020lVAEGK8A2mC1aFwXKgLzNw+FikbkOFAVoxSz11JwqyolgZuknbYxogTpnWPxZwDOWF7zJgJnteKsZp4cKVVhr6dhgGTeeolOZyWPMTjujbE+x0HbjdPxcDx6y30f3hvseneNPuayto/eZjngNn1fdw/sKKcjc9VfPRPYDaFMUwe4h8Rs//6Oe/211y9qA30Eptoj3rlcPVzrZMXuKXQ85uitHL2aI5B25EzIg99zKO7V3oYg0+D8HFv8yKYaGMwgDvYTuHshw9M4FqXeg3THe+yTOYztYGAfPRnZaEPCoZ80R3d7GMDKYJ/eS5yMsZMsk46GmCyX322UXHj+OwXVYIvDVk2+Rt6uFWxhr4Xn5xPZgsVRdMVVTyYzO4ebKoWCtwpVNUp3edmCVYbZOWpNLG7CTYrLl4BWBn/Sos+DEz6Oc4QYWbdELXDZdiRqbvo9tbYDq2e4RijeccKjF33Uqqq1MnvLP//DRLRFUvK8YrE8aiNcn6qIaCKVmHcmrW+i/NZMkp5vXrWeFlYfqGSqUlAgxgJJ8zBPWGsF+9ozczCclwmFYp4k3BW+VfdwM3lXTeVgzP84rO8Pq7EW+r+5RRZjfxzDuaOx4DZmI3Q/HuB9vd6HtUehwf7vbriGYbmvFniP2fVnOhpSuVZPRClyHvbh59aP/UKh+xFWDHX+95Z6hBvHz8nik98NKng3BPeWvKcWjxXzfWJ6PNo5OZ2H0YFl+dnh9Gxh4ODyaJTKt7h4nFQDZDtyKfp9HE+bWrl9vntcnat0f3qNePqIYfXJBJEE6ZjWWEQDHOyfGfcgYxjjymmpbLtCV0W+aKx1lJoJqfB2Kfzuz5laE6UUfv0r+PVvZsqcKK0uL0bFZBXGZlznTakMpRJzoKpKUR4VAt5M5BJxzvL4ZGE35BgJ18KHkyelngQowqrOBWtnvrxtLHPkurmWvRxFjrXq28E1NgW3sehkvD5eW1ipnJhPnsk79rhitUMZ2dC5ZBatsaVQSShEu0krT6kJZybAEvLOFlaUgZwqpms4Z3DVkj9lpg+W8zTjJo2uQMmgDaZtNFnbEoL++GXn93+uKD0f5m7sm37/fWN3r3ek69+rEI5D8xiyDYLnKEPqa/geBO7ezqi/HIJl6eYAHL3sUeh6pMSMvXn8rmOSqYfX3fs/VhT8zbNj8oXy55HL0G/8mM3o7tlA8HuM25UKzbvFODymoxfReQe9or63Nekb/ojvHEHso+6KTGTv6cTNIPWB7wDbMUw8skSPLaihM1hHMd/9KTRCQTGOY3zEmIyiw+ElDk9pTDCHhT6yHn2cas2c5so//b1n2wunRWOr5V//deW6JiqGWh21GpQShb/vvo/EuPHNP0xYZTGTQRVpRa1VV1fUGGVRwOykfqy0012rStWGEgKT9TwZ6SMWQ2ZdJSt2Xjyg0aYQm9CV1ZoPj1JEao0mhILS7m6BDindvlb6z49kT0hJ8/s/76jvEh8/PvDx66+pFlINYHuXEoVRmVwUlUxMAWd8U6AUpUpnIISNnDK2OAwapzxKV86Llw6v0aDIuNmJB3WoY7OmUorh7SJqBqfFofVKTDvOzbf7P3KgZC7vkxbdKx/Z2rG5e+hTyuCajVBpYIh97R8Pz65e0T2WY3h7zD4fwe7+3n5/YiR79KMPa2/s8SOZt//ZJUhqHVIkf+31CwpYR6ZnpN4HvVteI7sz0nc9TOoDXG/vO7531M/0OFodSkDuwd+jsFU/Mfv9HcHkEdeOSR3fNUD1bry64Txe27TUd98kPZMwQoXhrY2i1KNxO47he7GpQTUY4ws9Jh+LY2gAp7SiVZESBWvxtlCq4vVauFw1uZza58czKFVJKfH6mrj8V7nm1//oYdnJVcocrukKwNmdWYzFamkWmFWFplGtMjjlUC+gztKzXrU5ltbRhZiE6GiN1GWFmEk58fGp4n3m+0+ZddO35+ktZmSNlMOaGt5D9xScm/n0ZQUMl+uVr57OKJOlA6yYikYf0Hh3XNo9QdHWAiK/6oC6ih5SLImns7TNNoinW7JgJ6V5ZJN3KFVYt51SpbZv3QIxKXITMpMyir6GewV8hxz6fHBYZ0ci72BK37OT5RnG+h0Fpkfvva/54wHXeXZ97x0Lh49OxNHTP8Ie7zNcx3U5vnPw8QZ58eg9/cev/wdSHuPvo5BzbPb+gP0Gu1HouM3oZyTvHJyh4wMevYB7UuHAUY61bAOsez+RPUQ6ikSNmLorH46MVv/e4dkN3KoDjf0+B250xMoG3+g9YVS+v9xNzjEz915D5jgO3XB99cHwm48ea8DqSkHz3Q+Kl1fV0uCg1BDzHxiCZQ8K7ydOSwKdQO2sqaCNwWoJU1TZcY3fUxp+UqtwcfJescrivbmpCe57olZRfkxZQOlcKpfLxrL4m2HPJEIsUA21puapjSzM8bTushRHHLIbeOdO1Jr58JDIaSMb0L5SSkIhioqlVErNLW1/nySginE4uTPnOfP9yytKi4e0bqLYFlPi4TQxTw4Vc/vdDo2get0Se0hobfj8Wvnuh0Ktc8sw3W/MUWB9/xx9j/SD9f2h9p5NPW5/lOCMNXSvbNHX7NhTHUIZch/3XlK9G3OtR6F2/857Dtf9Hjlyh3rCpoeZP+f1Czyhkb2QLxm8m+4ODpkOdSjUhBGOtZqlmyLc8EgGS5nbz8QivweP6937Rhqwx74j89S9Jt30ZY4T3SfjeAIdU+dH/OcY945wqYm7N4C7L6Tj/fcFNSZpuNv92t2o9vvqGb3OzB7JgMrzY+TXXyueHkQK9fVaCbHw+qYR4fcjWHhfMyTqA5ZlKvzT3xmKq1z9mUREo5mM5cFaZtv6QjNC3kplMhN7CsS3iF0cP71t7CGzTBZrFEoZYsoYI1K8D6eJt+tGrlXkabXCO8PzgyYXMVjHkGIY8WPi46i7czwUFMtiqNIoXpQmDRitSTlKC6SWkRvht72tOVVhVjPGBh5OE+sm2bDrFm6h/0+fL5xPMx8/nPGtZXZKmT1EnNWUarmuiZc3gza29V0Uj1M6vY5uvQNiGOFVX1PyXMcs8DGkH+ukr9ejptZ7sHjso+EUjDBrePqy5u/7u90Tb7tixeihdixyPYLitR4jkWM9ZN/3f/31iz2hPnD9xvrNHK3mUeWtG6HuhcSY6ITGPgFHt1DrLskqnJMRD4/q+eFqjgHpFdaja8AwKv01PLf7NP0gWx7LQ8ptQIdhG9a/h2z9c8cCwzFG/XMjo9Dfc8yOHSe4G9JjyCjPHvnwZNG68PK683bN/PF7qNW1axy/fxA+j6eWUorrFvjTD4WPXzm0qQQdqFaEtE7G3RbnCAM0JztxwmOeT7yoV7YtsEzSBujlshFiYZkdRomncLnuKA3OWiCzh8RkLNYack5882Hjx89w3RzOzbf1IvfaQ9n7yu2Rzpdn+fJSeXqQmi6arrZBlCOhtqSowusJ31nMWknpRhOX30Lm41ePrFuglsoyW/aQKKXydtl5fduYJ8vszzw+LGxbOIQbTR2CnlSQsTqGKWNt9HU7DsLxvnGt4REdM8EdwO4Y6z0N5egVdWjiqD7QGfndK+v7UsLGwdsb6/E9Pitk4GOTxfehlzzrPeTRD/Wf8/pFZMV+kveF3S3qWPjqNhA9phzGhtt7uot5HODhHnYjAN2D6g85kHu51jEWfl+xP64lZMcOKvbQcaTN+0JoT3nDf0Zcfb/AGqP2phstDFR7q4kaHtY9O/ieH/XvubT9tOph2ej4oXEmMVnZ5D+9Xig4qIJt9MV5jMOPz9e/Xxav5adPK189WkyByXlKlY4UMe+inGhncokY7TDasODw2lJqkkWtFSkX9lV4Qdc1sG6ByVtsw3diIyuiBDPSCkLMuNah9OtnI0L8pRy8yXGCjnnpGdXuEcpzva2VlCsmV2o0mKmBxkr6fhkMNScmKifr0FZRtSZWKfbMqlCdZHhnb/Dese2R01JYpolvf/giEh25sMc0IFzVwzaZ75R2SnGHQ3eEVscNf4Qnxl64rwO7915HTeUxJJU1wu09x1R//33fUxJS5dt+GoByp4PY22E7PN9jiYl8r3RNHry/474f+4ODkesG6W/MmK4NAOtGZngHI70qGzTTAd2+GWrlzmUbrtzgLdx7B33Cj8TDe+2V+2sCdFb0AJ57nzEwh4EaRucIUh89pntMqFv1Iy7VS0cynfcyNntffMO9fs8R6Yape1Ndz6hPdM4JReDrD5YQIkrDP/5mwdnKMjvq85nXSwR1bCrQv2csjjF2I4QG+L/au84mOY4j+8p098zsLiCATqRESnf3/3/R3cnQQgS5wJox3V3mPmS/zqwBRWIjeIEvUxEILBYzbbLSvjQVvMPuakDxBTVPGOcRo6twm6XWJ51WhRj8FnAJbuggJRXSY3W1C0j5gLB4gcdxRs4F45zXto3qgC5IQ+ucMnJOGIa4FDGKIvrxVpuidQ/U27a4oAjSYvSWMG+IUYy5LwguoC8RccyI0cM7mauNvMxKCgGxAg4V0QXkoUPJGT/fH/H8umIYOsQY0PcDPnPA8Tiu+8r0M1zANNflnQDUCZKFFO/ZHkvEd2GYJNfSEcbCD1h4Rt53nonD2SZWfpZek2IuCt5rxpawhwLi5/U+hBqI1wLMRJNHS6FB1RnTlocpP2rcNEFlP/s+60meEHEeK6DvrnYUpD6PzkpRN1KtBpWS1fwtMNsqQXo2/H91Sdvh+/I7LSRUbEHrUGwDLb+rWJHODaoN4E1L036eHh0VF2uQ2HxpgXN107VEQJgm48Vzj68+38gY0pwRuw61zEDJuN71qNUh+D1kNlAw91X8oY3dhRY5j9hdOxSf0V1F1BIlw1REEebk0HdbAAVDjbhxvYwSWYCq3W4rQbQDnt1cYTydkHLGm/sDUio4jTPmlDFNEnaXJUxMqcAveMvVdsBxmtFFhy7mBeTt1pBdcUBVpsTk1DOaUWuHmIGroQeyVHq74ODjIHu58ANqgXMBDh7wUsdUl+LK7ANurjbYnybkUtB3HeY54f7xtBrIXIEYnByZlIHbtwlv7jOOxwLnB1DQdV/pSSycv/CWvJOCw9bLtz1XDEsp4NoOpJ5QK28AwypiO/Z5WpmiNy8GiwpEB/C3Q/Op8Hgti91Rbq3XL6ssuuJ39oQYIvCmdjSBEkpjYRtiaUimmyMPyOyUekmq2M4JR/CXhHfNZqonof1k8n1uml73vDJXC6xUobQKQxQrG2S5NGSgR8XCOnWX6YnYwjsF7KwCln68nE+4vir46IWMCM0JawgUvIwiLaXih9cJc4qIsVV8FFZVghzRmZHSCX94Bvz58y1Gd4KHhBHBByA4jOOIOESUmnHdX+O52wA5y5B8ADV49H2/KIGEGCrCboAPAWHYYD6dME4Jfd/jeDgg5YLr3YC7hxNSLphmyaiF4NHHiBg9vvwc+Me3E0oNYPGibbkhr1lv03uPVB0eHmdsNxG5OOy2W3i3JD1YYlGXVg62MUQPt4QIdQGQgSQtJq5HDB7jNONwmtDFIBMjIe0vD9OMTd+h73tM04zjaYBbjuxRnpE9VZ47VzCKGZ0nEGjQlC+Et9g/Zg3ML2XCzkM5hTLa+8hn/Krw6VnZMJ4KSUIvvY9mciuowCyEIApLoxALw/zaepInRE25/mZ1VdsRpgSYSRARXpvdUsCXTMbrcRNsARaVCr0WgNZSnsviOPYQuNYt1DYSO8jbgnXWEmkvkzOMYrvqbZm8FnAC0kd0Pq1RT0PQa7Pvhm7tciVsB4cuAt/8cMLt3YSb6wF//uNmOSkioICTHwcAGgqT9haPq9UtXfoVQ1/w1z9foe86xE66wX3w8E4OeDwdRqkP8osA0vJBsoHBOXnMUhFCh+I8pnGEcx7Pn10hbzt4J97KYRORUkbXBey2wwpYvrnbS8FncXj1esY4LR5yiMYwaTFczmp8uKfOOTgfcXuf8MlHBSWNAHrhu7AA8tBwxnmPWjLKXJY+trr8ThqCAeD+8YTdtsM4JZzGtO5JDB7bmw6PR1Y3A6l0oPcjPK8JmHNFIryj3i/3W71ni9Wo52/7KK28af2ZnrOnmJFtpFaFo153q6yEv5ny10yiygWfu4KD6trsb12fxSri83//1npi24Zmiew8FBY1iebUbl1qcn6uDaF0/rPqClUAmkb3ixCry/vLYJ5W3fJZzrNMmmmTTXo3hdq60FQkrautx/u0eJEz7yAMLMWWZWUWbUfR9KZgaDqo3/set29n3D9mzLNDqRu8vcsI7oCv/rQFUGWURKjI+QRgA1uY2IKFSpMKYH8o+Pu3R3z6suDliw2QPbpOQNljOmB3tUHf9RjigMF1cFmPA2KnNZZ3m6cTum5AiDLy1zuH6qWVI3Y94IC+D0i5Yhh67A9HOAB9H7E/znj104y395Lad87DeawAvw0pNFzX0Ji8GDyHi4kyFBqLYmXdClCBLOMyailAWEI0FLhlf+dUsD9OeDyMi8KVgWVdDAt4DTg47I8Fb+9nHMceXde9E4K1ld8CPFvDYOVAW3yU/y08Ie/cNourFyKy1c7FsuEX8Rn1/m1ZABVVW0KDtRtAcR7Zc+fk2HNtPQI4sO+X8Cbqh/PpmP9uPQmYFsLaMIrCp0RWQX13WLZtV6DCsRiPVRzU4Cz6a7/TjtPQn2G8JVoXVq2SAfyqQCzuoxkkq+XFOqWkjapaXCfNkLVyzKUpiAMtD0fGhpUGiyux3sMqJlp75yNyAXwAXK1INWE7BBGiWgFXcXXVoesmMIaXZV1xZT5iXiFs8bgveHjcI3jgeb/DVR3gQkEXHY5+EDqmir5b8IickUtFShWxk3KDEAJClXaGrutR8ozqHRA89ndH7HbAbrdFmmc87vfoYhCw2jscl30J3i1tLVK/RC9B9069AW2jAWpNSCnh2bXDV19s1mrtWjPGUTzQvu8W/E/2/nA8wfuAoe/Eo+s6GdhfAR8Crq92+CRnnEaZ7f2wP2FaSknGSeZKzUkmST7sK/p+u/K/KspWKG1lv8VUKC8Me6xAa+sFVj4X7JFQgPCKhQEIE2jIxDPa9Nm03oheuTOyqfeR6INZXyrrtlZOIQYd1WGLkOV77Ht8v/V+qgoqmGzc5MMAapm899B0pC20gxE6y1DnNRUcZiYaV5nQ9ne1J3fQ67DeksbKVnNjYRwtZGRanc9uC7eoWC2hrSVaXX3zfmK52hic1ki7l9tqUm5cC+zpOwk9EqYMPB4ynA84HDNevR4xz4oznO+VfYe6AImifDuUEvHD6xHT44TD4wGYC4YacOMHXMcNnkc5EZbKPQzDMrDMrae4lpyAKmENfEAZZ4QqwOvj40GORvYOL55fyTtX8YqpkD79qMd/fNnj2dWMUuYVLG3DAKWl/JxRyglXu4IvPo0Y+ojNEOWMsS4K1tTFxRsSr83FDs4HjOOkIQuL9ZbZzJtNj49ePscnL5/Be4eb6w2utgM2fYehj8ipYLsZ8PxZj+AL5nla95/7pfvgmj+llGUPrFLQrC6Vr8qAvjt5hJAEjbZN2mgjqxYj2jk+tgjRJnpsaY3ep6wyQz4nHzEqobKyMmWx0tYp+J3rhJhetLiQVAzr+Iy2B6qeMZFF7i36byt9uXF08SjodlPaqlHNJvDanL5Ii9PGpS2Ypid9kIASgpV145c3XWhA5ctSee0Ct25zC3631tGebWZdd3XZNUsm1wwIYYfbtw539zO++LTiux8nTJNHCL1RgK0CpkKmxYrLeFPxDjscTh63dwVDL/1efRfROaDmxXuMDnWWOiCfE0LfCc6CszqukhF8WLJrFTfXW0zTiHmWU03nOYnXAWCcZAzr0HfAlNBFh9Mu4O6xbaxUZa9YWikZ03TAF591+OzjDYJ38DGi6wKYwUEFUi7olzk2fpm2uLveYegWL6Jk+E6adAsPOACW1PwNdg8n/PzmHtuNHOczLbVOLlWU4uBDDxTblycKQD14zUiSd+wYY+VbrFCFzRZzFI4dgWt5j/RpgWa5WYtZwjyDhnoWO7KioZ0A7ITw4CRR4SF71pnFmBSgtobjfRUQ8MQTWFsAVXGdWiUFKxWxef2chifEhuoSJ9uh31qDwHjZDr634J0lpFV0LWHOU/cLfhDOe3W0Z4kCcF5lrCFdm1bnJpEu/Jwedc30plZKc+wm34fHuDCc0xia5QjqFfFec/L4+7cjnOuWbm1bQKrusjJmC7JzMD97k36+zXh2JWeXTVPC1a5HpADMSxYqJ2A5JBFBtC9pRAsfYi+2czlampkRhhR3+4MIhpPrOThpAHXAZogYhgDOUmIW1Fp77of3HV7fzrjadej7iD9sI1y3QQxytFAIMtweta4jUlwI8AXg9PlagTW+rzKT25kw9rNPXkiWbJwWxQ08HiZsNxG1OpRcASfWX7N2gDUA/LftbLd8Zss56JkrH6lmIP3IyzpmtULrwUS+6HWRbnZgn4VE5P46iAxgr55iQeQP2uDz1g0aILme9roZbQFmy95nPSk7Zous1IW08SuVDD0n9WRse4QFT9tNtCCvMIVVSDx9lcRX70iFjgrj3EowJJENsorPhoL6TuoFlfW79nryXm2RIi2R/r6Y+/r1Mzb1CejprDacBLCC2gTIY+xRSrcKjD4vAfbliUtriWXv3Co4VI6nKePV6yN2ux7DEsbI8cgZLkYollbhkOHXMEEEfJokLPFhce+dEM/7gLJ4dcNmg2HM+On2ATEETKni9W3C4VCw3QZ8/LKTE2X9ZuUPuyh4MUaEEDDPDn/7+gTnKv7zL8AXf4xwUQ5qdFXwEGf3skgDaq1OqOro0XvAOdScUKnoa0XXRXz88gYpJZxOI2otuN718N5jnAtKTYjLCNe2ut22/aixti1ClBXhDas0tKSE+NI5r7UGRz0UK0u16j0YNsn9y5l8CN9Z/uUsLhuKtTKpxqw1cvY9sBhQzdi+z3pvTEjwBfb46BHH1r2TB9YucXkYFUoF4rhBHGNh8R4luFV6clx0C/5aa2mRf+shcVO190ZTl5Zg61ZXZSYbFikT8HMEzd+dkkh66bvSg9O2j+UqRmG25fdUVOoFyKazypoYliiV0Gy4pT+zchaQtz1HD/uCcZyRcsY8z0uJvkeZE0oqKBU4TQX7YzIGSM7bGueKcTbd0t5LzVDoEGK3FlputhvcXO8Qgser1yPuHjxy3eJh7/G3r0/r7CHx2jS0VLwDK7YVQo8YrwD0ePPmiPF0lHvHCNd1SwjmRQfEgAqRjOB1ODtqRU4zcpbpiBSYWgpKntfnGDYbOVnDyXyeu/uCEFicKHtcig62b7GVc9xTK4vdigfpu1qetViqTXvLwREKEfAaKgtW3jQhYj164oRUkmrUW2xRe9isEq3mubV5vVaNiuT9a4On/tZ64oxpfQELSttaFSLldA8BBa7o4il4pacMrCBo4IFtKoSWGOJmh/Vamo4koQALRpMZ2B1tlSKJSOJbL4yD06gQaC14j8ZILcu63lQ+qlgXCp4pTmI252dB2UZAfS8N65RhBQdjuCpHtdi6q9bFJ625B31X4V3FOKXFi+HcHUnNnyYBw0vOcN6j80BKE+YpYSoOffQoQw+HJQUNW+MC5DRjnuSZp1RxOAJdNyzWWIBy76PBC1V4bTW7FTbhJWCzcUhzxn5/xPVSIZ1M3RecAOnVLcqC9PcBdZ1TRWHPzb4AcnLsi2dXeNyf8M2rEXcPHex8KUYApL3uU3uWnK10tsmXth3l3XQ3ed/W1NkSEZvuZ4RpsSk+j626nue0XF9PAVa+sHysEAh70Jjxsql9RjhSJ6c0bUt1fn096dwxBU+1BcMSj9bZboiEP3Y2CYxF0OpklRMTAji7OXZwEmNaxt7ObDDM92UD7SRICj3DLSonMpWWyFugua0ZUgC7rkyoE+VUmOz7sYydLivQeiyAPVpFsQC+v9bPtAWTpCf/tmGX1kFpk6I4v6JknXM4HIG/fTNinCo2g8N/fTlgHBN+fDvjehtx/5gwzcBfv7zCNM3otz1yAX68PeK7f014dtPhL38Cnt8McBAsK80zpjmjVBH+05TxeJjxzQ8jSu3g170WRaRGycGGOXx/CiM9Svlsh5/fJHRxxGmccXs34bOPt6hlAeG9Rz5NcE7p2ndxDTbODzOQZ5gRo/TryQm2UqT589sZr29npFzR+bgK4HkdGp/RJiVYyKufUdnRzKsNr7D+zIJdAthKD2e+R0yn9YTP4Y1zJajZMdfcm54yeZr8rvOR9Cgsq+yIvVJR/jtD/UvrSXVCdLm0jLz5xBkR7TAyde/kGvI7KgMbktlQjH1CfBm5xvmYBwqVxYGsy6rFkQreWYBQK1NFoTDTp7081l0W4rKhUQWGZfBWIVgXVZ71vMCyrTVpPTIte+CIEust8n3Y1EhgsX0uW/ypGQ29TkQpDvePi3IuInA/3k7YHyr+VWdUOHTdgK+/O6KLJ3zy8RZDJ0dFn6Ye05sJz29OKCXjatuj1ow0Z5ymhFQcHvcJ370aMScgF8noCS3UWLTAamud1ZNTTIQV4dPs8c/vDrJ/FYgBuNktA+Ww8BULV1eB8OhiBRs+57SMtQ0e0zQip4SH/YhxBr7/ccbHLwJu7wtSGc5gBzt6liNiPNQQavuCnvN17iFnaEGjb4S3xXM0c2aBasufKqPWAcDqkalBbw9jsJ8V/mULkyZK7P2oiISvwspTNO6tvsB7rSdlx2zXrrVQJGIrrNWEZvbzWCx7XIVBPaiyfk+IpEV4SizFINTVtJZe76OeU10JprFvNc/CCluLJWlmg4RX4Fjeh+0omvlo2yekv8ZiG6o8rcdosygWO1MrJM9r8ZH2u/ZASnXvrZJliCX31hYS7deryCngH98eEeIGXccRIQXeRzweKlIa8fr2Hjc3G6S5WxRkwX//44AYHL76Yofn1x5v7idshoi39yN+eD0D6BFjDx9g3kvDeoaU5315FBoRULaiKM7nfUDOWwAOFQmvb4+oVY4ril1ESsu7ewcs9S9D32FOQtdxkmOAUprR9x2mcZI6KAT87zcHjNOAh31FynKQYiu4qhwVz5SJAG2I1uIiVKT0pvk5LZItK13ZyOsclYRVzvIM5EVrHM8/10YctvhQJ5xSXqQ63s5Bwkp3i/cSQnh3EKDe93dvYD13lwE0gkOFYB+Sbpyt2iXz8zusCNV4Uq287rl6DTyt0lp6Cj+LD3WsgG6CxK+CN5E4tGT82y/NsdZNta6xpufDinPpEP72ZAhuuuJnFgfCWoVNOupzthaE70cmU+WmXiTp825ywCoxrM/Az2hH9/K/3qPvbkAgVbEHKvwIoMPhoK57329RigyZ//r7Az7/pMM/vx8RluHyMQ6rAeMzCD00nJU9iQ1fyH7bynK/hAK2PksqfBmC3t7NOJ4qugi8eN5hMwTMCTiMGSlVvHwWcTwJpugD63akcXiaMo6njOArKjxy5r749bnUaycNLTirRZZ8Tz2QgQaIkEXrhdCrIn8A7Wk1NuRWpdfWgbHPrjXCOnXC4oSKtbYeC70mOeYda2W1eupa0a1lK23TuWKT6g3+1npSip7egHWRKSAcPEWB0+pjFRKA2tEtlpBE0apo/k6Vnca/tndIgW8VGI3P5XnP3VTnsvGIaHWCeY5Wg8fIlKTG7a1QY90gAXLzKhDvAowWLGccr++xFtyhtTik5bmi4kbL7+zUAFX69PqUIaiAPRTcJ6Mmw2TEkxzU0wWc61alJwKZwd6vWgNS7vDNqwzvN/C+W5+/VSZk7BYL4fAtG5YvWXOTVVUP2DYzizLqsD9k7A8SZt3eZdxceby9nzEnqVkJbsAfnkmJQy7Cr8eTlCncXHV4fuPgqvSSzXNCKX7JhslKKRkPUgtwAU2oKI4oeylztWzKvcUMhSa693pmn8UYnQn99NrcG/KH9lxarLI0/NMu5SliRpQ9yppVMjQ8fBYaaZUvHd1so4bfWk84/BCr5wLYqYEae4o7p2lKekYMW4Tx1BPSgj8limZutF0C0HEIJDw9KBLcYiwM8Ww4o//WGULqoVkBdusz2fEgKsCMzbEywC8B28ooGsoCerqGpm21iltjcLe+uypa0l+FwD6HWFlVOPQMbZbFhmyty+2brI8tDbDYABUbmcvOUhavqQeVqPXS+Oznoa7+3ip5Cc2U+e0Jvhz9q9bWhkNdtwWFIpeKn96MCGGHYYgoJeH71xOurzqMc8L9w4S3D8A4BaQUcfcw4e29x5ef93j10ywhWMdB/SzlUKWpUEML2lrlpLxuSw5aD8r2FNpEiuylKgleNyWbFHFnHhSgXpfsJWXElgdY3JIhO42d4I/yeetxcv/4PCq//Dks99Nhhtbz/rX1pOwYmUZfWvEgrb4UT4OIvnNuLTK0Ak/guZS0bjSVGQn07mmq6mqqp0GhU2FTzV7fIYYNHxXcbQVDLQiMMGmtihWmlJi+1/jX4lviIdICuoVGNh3fgpDMoJ0/r/zcMgLfWeNzG+szqyLuvZbXY1VWthLWlhdQYdnRu1rxLl6f0CPB+7hiNKSLnMJZzbP6ldY2nLH0kmNysO4zlX4pGtqGEBYvE6ACZ5RHGnI/cy7ouq0xRAGnU8VPbybsDzPuHx1C2C7CVlBrwP6Y8D//PKCUDjFuDL/Xs+tzb6x3bvdehZ51aM5ZHlSIQOmt17cjNayhJQ3ohdoUPcM9yuNyp3VfyXdtCGnDXt/wtjocbecD/60YJ3lOZUoxKrzXehImRAKq8lGsRN04Kh7N7LSVwBrCea8E40wWm7q3WrsumIhsrHaek8i2oNB28PJ5WoIzm6bEPMeEbDhpQyDr/mp40fbhqFVSAF6Fsg0j6anIV86n3DEb2WYhbOhIRrEZEL6Helt6vfY9QvOsXKSTHKBn22J0FpMs33zPfl+ZE81z03OgorZ7ouGEfCultCplDRXbWcvLHVfPTaECVdi6JwE//HhCrQ5dd7U+o9LBIWUghGH14slTWo5ix9W0k0btfnC/hUfzqmBIn3NjyOcn5sfn19CVBoW9mlj5hGFq633TkKuConLTed3qPXEfRNHzVGD1Nu11+TWVnfPDPM8nLf76ekIXPb0hC0bzxhojW9zGpuBVM6oFaEdaOtOLY5WA4jRURgo8a0xMPuDR0ny2GMP6/8Q/2hid4Qn74M7nvbSgL6+hDNIyvm6OWmQNPZSRrDdlU79UmMoAQlN7LhS/p0yozKHfJ70Z4ubms0JbxdD02iyupMBxn/xagcvrtvUvLY1sRT2XGiK9N2lPHIRhgfBDXOmo11bes/xn70EowH7HOSmSdG4AEGDbi/gucnhhv16PSorvkFI2ilQrmkVJnPcL6vMp3mnP99KTX1QBteEP/1a6q2Ar0GzH0LS1bZo4AqhIGF3Y+1pDr/BGWbKwGQTwbbipnrzy9EI1EzW9HzDt6vuiR5d1WZd1Wf8P6wm9Y5d1WZd1Wb//uiihy7qsy/qg66KELuuyLuuDrosSuqzLuqwPui5K6LIu67I+6Looocu6rMv6oOuihC7rsi7rg66LErqsy7qsD7ouSuiyLuuyPuj6P3atKh6pRGFbAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 350x350 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "particles = np.copy(π0)\n",
    "\n",
    "for n,obs in enumerate(observations[:50]):\n",
    "    # Compute δ, the locations after a movement step\n",
    "    for i in range(num_particles):\n",
    "        particles[i,:2] = walk(particles[i,:2])\n",
    "    # Compute π, the posterior after observing y\n",
    "    w = particles[:,2]\n",
    "    w *= np.array([pr(obs, (px,py)) for px,py,_ in particles])\n",
    "    particles[:,2] = w / np.sum(w)\n",
    "\n",
    "    # Plot the current particles\n",
    "    fig,ax = plt.subplots(figsize=(3.5,3.5))\n",
    "    show_particles(particles, ax, s=20)\n",
    "    ax.set_title(f\"Timestep {n+1}\")\n",
    "    plt.show()\n",
    "    clear_output(wait=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "7f813f61-50c5-407b-af2e-ab49cd3e292f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 350x350 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def prune_spawn(particles):\n",
    "    particles = particles[np.argsort(particles[:,2])]\n",
    "    l = len(particles)\n",
    "    for i in range(0, (int)((l + 5) / 5)):\n",
    "        particles[i] = particles[l - i - 1]\n",
    "        particles[i][2] /= 2\n",
    "        particles[l - i - 1][2] /= 2\n",
    "    return particles\n",
    "\n",
    "\n",
    "particles = np.copy(π0)\n",
    "\n",
    "for n,obs in enumerate(observations[:100]):\n",
    "    # Compute δ, the locations after a movement step\n",
    "    for i in range(num_particles):\n",
    "        particles[i,:2] = walk(particles[i,:2])\n",
    "    # Compute π, the posterior after observing y\n",
    "    w = particles[:,2]\n",
    "    w *= np.array([pr(obs, (px,py)) for px,py,_ in particles])\n",
    "    particles[:,2] = w / np.sum(w)\n",
    "    # Prune/spawn\n",
    "    prune_spawn(particles)\n",
    "\n",
    "    # Plot the current particles\n",
    "    fig,ax = plt.subplots(figsize=(3.5,3.5))\n",
    "    show_particles(particles, ax, s=20)\n",
    "    ax.set_title(f\"Timestep {n+1}\")\n",
    "    plt.show()\n",
    "    clear_output(wait=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd86033a-b632-4dfe-8cd9-abc483c709f9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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